This table lists the benchmark results for the high-res multi-view scenario. The following metrics are evaluated:

(*) For exact definitions, detailing how potentially incomplete ground truth is taken into account, see our paper.

The datasets are grouped into different categories, and result averages are computed for a category and method if results of the method are available for all datasets within the category. Note that the category "all" includes both the high-res multi-view and the low-res many-view scenarios.

Methods with suffix _ROB may participate in the Robust Vision Challenge.

Click a dataset result cell to show a visualization of the reconstruction. For training datasets, ground truth and accuracy / completeness visualizations are also available. The visualizations may not work with mobile browsers.




Method Infoallhigh-res
multi-view
indooroutdoorbotani.boulde.bridgedoorexhibi.lectur.living.loungeobserv.old co.statueterrac.
sorted bysort bysort bysort bysort bysort bysort bysort bysort bysort bysort bysort bysort bysort bysort bysort by
HY-MVS5.90 15.90 895.90 905.90 955.90 1035.90 1035.90 1025.90 1095.90 1035.90 1015.90 995.90 1035.90 1025.90 1005.90 1035.90 103
ACMH+729.97 2661.38 155754.00 158383.51 160368.96 162376.38 1662483.74 19782.42 1601089.25 181333.39 1651219.68 18566.53 157573.60 182957.86 180184.14 166200.56 164
PMVScopyleft863.65 3957.08 1731054.11 182666.00 188401.00 167495.00 1743790.00 205279.00 2001607.00 200521.00 1821745.00 20090.00 1581105.00 211639.00 167415.00 196398.00 193
Y. Furukawa, J. Ponce: Accurate, dense, and robust multiview stereopsis. PAMI (2010)
IB-MVS872.44 4616.41 154700.96 157362.78 159426.10 169409.25 1691822.69 182124.42 1811186.23 183366.85 1681079.42 182190.60 184451.78 168930.72 179181.59 165227.30 166
Christian Sormann, Mattia Rossi, Andreas Kuhn and Friedrich Fraundorfer: IB-MVS: An Iterative Algorithm for Deep Multi-View Stereo based on Binary Decisions. BMVC 2021
ACMH993.80 5967.92 1741106.11 184553.33 176494.00 172534.00 1763581.00 203136.00 1831585.00 199478.00 1791871.00 20290.00 158839.00 1941460.00 202260.00 182287.00 177
Qingshan Xu and Wenbing Tao: Multi-Scale Geometric Consistency Guided Multi-View Stereo. CVPR 2019
PVSNet1207.94 6829.56 169937.18 172506.69 174645.55 193585.72 1872477.98 196130.52 1821578.29 198509.50 1801460.01 196194.90 186637.19 1891170.78 199267.07 185297.17 178
ACMP1246.57 71086.24 1821235.17 186639.45 183596.53 176639.91 1933904.24 206152.04 1891851.54 203566.58 1881997.95 204138.50 170938.30 1981605.46 204303.70 191340.14 184
Qingshan Xu and Wenbing Tao: Planar Prior Assisted PatchMatch Multi-View Stereo. AAAI 2020
ACMM1311.08 81165.06 1861332.72 189662.07 187584.90 174715.99 1984373.59 210153.99 1911880.27 204709.02 1982316.97 206188.63 183939.89 1991484.30 203302.78 190330.34 183
Qingshan Xu and Wenbing Tao: Multi-Scale Geometric Consistency Guided Multi-View Stereo. CVPR 2019
PVSNet_01661.03 9968.54 1751066.82 183673.70 189706.94 196695.69 1962669.02 201153.52 1902108.17 207605.54 1891679.14 199213.26 194886.75 1971236.76 201229.01 180438.67 194
OpenMVS_ROBcopyleft1936.51 101959.51 1952224.88 1991163.39 2071253.91 2151434.22 2217065.71 220272.76 1992472.29 2111647.54 2433538.72 217200.37 1871496.48 2162575.17 217997.45 233559.48 197
COLMAP_ROBcopyleft2144.59 111658.33 1931869.33 1951025.33 2041030.00 2131023.00 2175311.00 213359.00 2083044.00 214937.00 2052892.00 213332.00 2041440.00 2152312.00 214607.00 199613.00 200
Johannes L. Schönberger, Enliang Zheng, Marc Pollefeys, Jan-Michael Frahm: Pixelwise View Selection for Unstructured Multi-View Stereo. ECCV 2016
DeepC-MVS_fast2190.19 121535.59 1921886.82 196481.89 171847.73 200830.16 2047943.84 230189.23 1962398.83 210691.73 1972341.13 207209.16 192230.25 1561999.25 212360.46 193385.25 191
Andreas Kuhn, Christian Sormann, Mattia Rossi, Oliver Erdler, Friedrich Fraundorfer: DeepC-MVS: Deep Confidence Prediction for Multi-View Stereo Reconstruction. 3DV 2020
OpenMVScopyleft2352.88 132263.08 1992530.89 2021459.67 2171767.00 2311591.00 2267932.00 229399.00 2143643.00 2181176.00 2183569.00 218297.00 1991927.00 2253302.00 221693.00 210861.00 218
3Dnovator2482.06 142531.17 2042839.56 2071606.00 2191732.00 2271557.00 2258375.00 233483.00 2264370.00 2261371.00 2284200.00 222350.00 2062207.00 2303877.00 228798.00 2221054.00 238
CMPMVSbinary2623.62 151983.08 1962156.14 1981463.89 2181414.80 2201517.00 2235239.20 212867.40 2473310.30 2161128.70 2173489.90 216366.75 2092030.20 2292427.60 2151160.60 243844.46 217
M. Jancosek, T. Pajdla: Multi-View Reconstruction Preserving Weakly-Supported Surfaces. CVPR 2011
PLCcopyleft2858.82 162192.92 1982474.00 2011349.67 2101407.00 2191356.00 2207164.00 221475.00 2253970.00 2211237.00 2223765.00 220451.00 2141891.00 2233006.00 219791.00 221802.00 210
Jie Liao, Yanping Fu, Qingan Yan, Chunxia xiao: Pyramid Multi-View Stereo with Local Consistency. Pacific Graphics 2019
3Dnovator+3414.41 173146.67 2123537.00 2151975.67 2292310.00 2442005.00 24710100.00 245626.00 2415753.00 2361803.00 2465179.00 235487.00 2162622.00 2404550.00 2371025.00 2411300.00 242
DeepPCF-MVS3452.42 182670.71 2083021.57 2101618.12 2202377.67 2461751.39 2398915.70 236567.44 2364569.74 2281236.84 2214615.63 227513.23 2182291.32 2313515.48 225882.39 227811.66 212
DeepC-MVS3917.13 193155.06 2133601.83 2161814.72 2272515.52 2491941.53 24410432.50 247589.42 2374789.45 2291298.65 2247677.31 249578.35 2242589.53 2363611.78 227923.52 230913.10 223
Andreas Kuhn, Christian Sormann, Mattia Rossi, Oliver Erdler, Friedrich Fraundorfer: DeepC-MVS: Deep Confidence Prediction for Multi-View Stereo Reconstruction. 3DV 2020
PCF-MVS4335.85 202272.23 2002597.03 2031297.84 2091701.20 2231332.37 2198105.11 231451.45 2214031.84 2221099.10 2163966.50 221467.45 2151734.05 2192701.68 218848.94 225827.11 215
Andreas Kuhn, Shan Lin, Oliver Erdler: Plane Completion and Filtering for Multi-View Stereo Reconstruction. GCPR 2019
TAPA-MVS6309.84 213374.90 2163806.99 2192078.63 2332535.47 2502499.25 2538816.16 235456.05 2226255.60 2421664.52 2446704.88 241629.95 2282768.38 2436343.93 250856.35 226968.25 229
Andrea Romanoni, Matteo Matteucci: TAPA-MVS: Textureless-Aware PAtchMatch Multi-View Stereo. ICCV 2019
MVEpermissive10021.00 2210550.67 23610002.44 23912195.33 2526242.00 2628768.00 26430896.00 2604451.00 26510331.00 2626247.00 26018296.00 262283.00 19821484.00 2657364.00 2535912.00 2606334.00 258
Simon Fuhrmann, Fabian Langguth, Michael Goesele: MVE - A Multi-View Reconstruction Environment. EUROGRAPHICS Workshops on Graphics and Cultural Heritage (2014)
LTVRE_ROB20565.47 2323378.08 23822805.00 24125097.33 25315500.00 26819201.00 26942712.00 2626055.00 26638388.00 26616926.00 26638534.00 2647071.00 26335653.00 26629475.00 26510584.00 26520438.00 264
Andreas Kuhn, Heiko Hirschmüller, Daniel Scharstein, Helmut Mayer: A TV Prior for High-Quality Scalable Multi-View Stereo Reconstruction. International Journal of Computer Vision 2016
eth-test21.42 66
eth-test10000000.00 275
GeoE19.41 11222.09 11411.37 11717.21 12811.30 12650.50 1314.30 10833.60 12711.70 12644.50 1277.30 11318.90 12722.60 1257.10 1133.90 100
test_method18.29 11120.89 11310.50 11615.00 12613.00 12855.00 1323.00 10734.00 12811.50 12432.50 1225.00 10213.50 12527.00 1265.00 1025.00 102
Anonymous2024052110000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
hse-mvs30.30 170.30 180.30 220.30 290.30 290.30 290.30 300.30 290.30 280.30 260.30 280.30 290.30 270.30 270.30 27
hse-mvs20.30 170.30 180.30 220.30 290.30 290.30 290.30 300.30 290.30 280.30 260.30 280.30 290.30 270.30 270.30 27
CL-MVSNet_2432*16000.30 170.30 180.30 220.30 290.30 290.30 290.30 300.30 290.30 280.30 260.30 280.30 290.30 270.30 270.30 27
KD-MVS_2432*16001.30 511.30 521.30 571.30 641.30 651.30 631.30 661.30 641.30 631.30 611.30 631.30 641.30 621.30 621.30 62
DIV-MVS_2432*16000.60 380.60 380.60 420.60 490.60 490.60 500.60 500.60 490.60 480.60 460.60 480.60 490.60 460.60 480.60 47
AUN-MVS0.30 170.30 180.30 220.30 290.30 290.30 290.30 300.30 290.30 280.30 260.30 280.30 290.30 270.30 270.30 27
ZD-MVS1584.00 2211821.00 243378.00 2113721.00 2191231.00 2201833.00 201321.00 2031224.00 2132103.00 213692.00 209
test1172216.26 137257.16 13993.57 145310.10 159111.10 15631.10 12645.10 157192.73 136176.39 154512.31 15366.33 15678.35 135891.20 17789.18 15291.27 151
SR-MVS-dyc-post11.55 10911.55 11111.55 11811.55 12511.55 12711.55 12411.55 13311.55 12511.55 12511.55 12011.55 12711.55 12411.55 12211.55 12511.55 124
RE-MVS-def610.10 153610.10 180610.10 191610.10 158610.10 238610.10 162610.10 191610.10 159610.10 225610.10 162610.10 200610.10 198
SED-MVS4062.74 2264671.13 2282237.56 2342643.17 2512465.14 25213996.40 253493.26 2277619.38 2562107.24 2497416.93 248610.24 2273088.29 2506075.14 2491078.39 2421159.26 240
IU-MVS2725.60 2522598.35 254515.86 2317016.02 2502363.85 2505973.88 2451620.04 2511732.56 247
OPU-MVS2451.45 2402725.60 2522598.35 2549203.30 2376894.28 242887.23 2433023.43 2465973.88 2451620.04 2511732.56 247
test_241102_TWO515.86 2317016.02 2502363.85 2506894.28 242887.23 2433023.43 2465973.88 2451620.04 2511732.56 247
test_241102_ONE2725.60 2522598.35 254515.86 2317016.02 2502363.85 2506894.28 242887.23 2433023.43 246
xxxxxxxxxxxxxcwj0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
SF-MVS0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
ETH3D cwj APD-0.160.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
cl-mvsnet210000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
miper_ehance_all_eth10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
miper_enhance_ethall10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
ZNCC-MVS9999.00 2329999.00 2359999.00 2489999.00 2649999.00 2659999.00 2419999.00 2689999.00 2589999.00 2629999.00 2569999.00 2649999.00 2609999.00 2599999.00 2619999.00 259
ETH3 D test64000.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
cl-mvsnet____10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
cl-mvsnet110000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
eth_miper_zixun_eth10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
9.140.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
testtj10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
uanet_test1000.00 1781000.00 1771000.00 2001000.00 2091000.00 2131000.00 1681000.00 2561000.00 1761000.00 2091000.00 1761000.00 2511000.00 2051000.00 1851000.00 2371000.00 234
ETH3D-3000-0.10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
save fliter0.00 10.00 10.00 10.00 10.00 1
ET-MVSNet_ETH3D10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
UniMVSNet_ETH3D10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
EIA-MVS0.62 390.62 400.62 430.62 500.62 500.62 510.62 510.62 500.62 490.62 470.62 490.62 500.62 470.62 490.62 48
miper_refine_blended1.30 511.30 521.30 571.30 641.30 651.30 631.30 661.30 641.30 631.30 611.30 631.30 641.30 621.30 621.30 62
miper_lstm_enhance10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
ETV-MVS0.62 390.62 400.62 430.62 500.62 500.62 510.62 510.62 500.62 490.62 470.62 490.62 500.62 470.62 490.62 48
CS-MVS0.62 390.62 400.62 430.62 500.62 500.62 510.62 510.62 500.62 490.62 470.62 490.62 500.62 470.62 490.62 48
D2MVS10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
DVP-MVS3981.10 2244731.32 2291730.42 2242191.51 2431949.98 24516473.90 257355.33 2077172.90 2541622.98 2427879.79 250434.33 2132428.11 2355762.12 243689.04 207813.18 213
Zhenlong Yuan, Jinguo Luo, Fei Shen, Zhaoxin Li, Cong Liu, Tianlu Mao, Zhaoqi Wang: DVP-MVS: Synergize Depth-Edge and Visibility Prior for Multi-View Stereo. AAAI2025
test_0728_THIRD5016.02 2321363.85 2254894.28 230387.23 2102023.43 2263973.88 229620.04 202732.56 207
test_0728_SECOND1451.45 2151725.60 2241598.35 2279203.30 237315.86 2032023.43 2263973.88 229620.04 202732.56 207
test07261725.60 2241598.35 2279203.30 237315.86 2035016.02 2321363.85 2254894.28 230387.23 210
SR-MVS610.10 151610.10 153610.10 182610.10 180610.10 191610.10 158610.10 238610.10 162610.10 191610.10 159610.10 225610.10 185610.10 162610.10 200610.10 198
DPM-MVS3268.00 2143762.89 2171783.33 2251756.00 2291806.00 24112319.00 249307.00 2016319.00 2431557.00 2365763.00 236302.00 2012609.00 2385061.00 240482.00 197935.00 225
GST-MVS4000.00 2254533.33 2272400.00 2352400.00 2472400.00 2517200.00 2222400.00 2647200.00 2552400.00 2547200.00 2462400.00 2612400.00 2347200.00 2522400.00 2572400.00 256
test_yl10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
thisisatest053010000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
Anonymous2024052910000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
Anonymous20240521110000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
DCV-MVSNet10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
tttt051710000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
our_test_310000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
thisisatest051510000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
ppachtmachnet_test10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
SMA-MVScopyleft10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
Yufeng Yin; Xiaoyan Liu; Zichao Zhang: SMA-MVS: Segmentation-Guided Multi-Scale Anchor Deformation Patch Multi-View Stereo. IEEE Transactions on Circuits and Systems for Video Technology
GSMVS10000000.00 270
DPE-MVScopyleft10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
Kehua Chen, Zhenlong Yuan, Tianlu Mao, Zhaoqi Wang: Dual-Level Precision Edges Guided Multi-View Stereo with Accurate Planarization. AAAI2025
test_part210000000.00 27510000000.00 27610000000.00 273
test_part110000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
thres100view90010000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
tfpnnormal10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
tfpn200view910000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
cl_fuxian10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
CHOSEN 280x4202340.81 2012643.03 2041434.14 2112025.55 2401629.36 2306542.40 217412.49 2154219.70 2231547.02 2334328.52 223650.74 2301798.26 2203333.17 222727.72 212874.79 219
CANet110.62 121124.04 12370.34 12982.03 13874.27 141325.54 14225.25 138207.16 13769.28 139194.38 13327.53 13595.79 143147.76 13637.43 13240.97 142
Fast-Effi-MVS+-dtu0.44 350.44 360.44 400.44 470.44 470.44 470.44 480.44 470.44 460.44 440.44 460.44 470.44 450.44 450.44 45
Effi-MVS+-dtu0.59 370.61 390.53 410.68 550.53 480.53 480.68 560.68 550.53 470.53 450.68 540.53 480.68 530.53 460.53 46
CANet_DTU110.62 121124.04 12370.34 12982.03 13874.27 141325.54 14225.25 138207.16 13769.28 139194.38 13327.53 13595.79 143147.76 13637.43 13240.97 142
MVS_0304110.62 121124.04 12370.34 12982.03 13874.27 141325.54 14225.25 138207.16 13769.28 139194.38 13327.53 13595.79 143147.76 13637.43 13240.97 142
MP-MVS-pluss833433.63 2421111219.60 24875.70 13374.28 13673.29 139284.50 13711.35 131238.58 14365.86 137255.35 15014.55 130115.69 15310000000.00 27231.94 13038.12 136
MP-MVS-pluss: MP-MVS-pluss. MP-MVS-pluss
MSP-MVS4296.20 2274911.12 2312451.45 2402725.60 2522598.35 25416203.30 256515.86 2317016.02 2502363.85 2506894.28 242887.23 2433023.43 2465973.88 2451620.04 2511732.56 247
Zhenlong Yuan, Cong Liu, Fei Shen, Zhaoxin Li, Jingguo luo, Tianlu Mao and Zhaoqi Wang: MSP-MVS: Multi-granularity Segmentation Prior Guided Multi-View Stereo. AAAI2025
sam_mvs110000000.00 27410000000.00 270
sam_mvs10000000.00 274
IterMVS-SCA-FT10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
TSAR-MVS + MP.3528.01 2174065.89 2241914.35 2282349.10 2452141.30 24912362.70 251417.60 2196717.80 2491759.40 2456497.50 239518.18 2192629.38 2415164.32 242806.40 223972.38 230
Zhenlong Yuan, Jiakai Cao, Zhaoqi Wang, Zhaoxin Li: TSAR-MVS: Textureless-aware Segmentation and Correlative Refinement Guided Multi-View Stereo. Pattern Recognition
xiu_mvs_v1_base_debu10.28 9910.28 10110.28 10610.28 11410.28 11610.28 11410.28 12110.28 11510.28 11410.28 11010.28 11610.28 11410.28 11210.28 11510.28 114
OPM-MVS3268.00 2143762.89 2171783.33 2251756.00 2291806.00 24112319.00 249307.00 2016319.00 2431557.00 2365763.00 236302.00 2012609.00 2385061.00 240482.00 197935.00 225
ACMMP_NAP118.81 125133.18 12775.70 13374.28 13673.29 139284.50 13711.35 131238.58 14365.86 137255.35 15014.55 130115.69 153222.18 15231.94 13038.12 136
ambc999.00 197999.00 206999.00 210999.00 165999.00 253999.00 206999.00 173999.00 248999.00 202999.00 182999.00 234999.00 231
zzz-MVS833442.10 2431111233.77 24967.09 12765.59 13464.81 137284.50 13710000000.00 277219.97 14159.62 135229.89 14412.72 128103.00 150203.67 15027.93 12833.46 127
MTGPAbinary10000000.00 277
mvs-test10.68 440.68 450.68 490.68 550.68 560.68 560.68 560.68 550.68 550.68 530.68 540.68 560.68 530.68 540.68 54
CS-MVS-test0.62 390.62 400.62 430.62 500.62 500.62 510.62 510.62 500.62 490.62 470.62 490.62 500.62 470.62 490.62 48
Effi-MVS+0.58 360.56 370.62 430.53 480.62 500.53 480.53 490.53 480.62 490.62 470.53 470.62 500.62 470.53 460.62 48
xiu_mvs_v2_base10.28 9910.28 10110.28 10610.28 11410.28 11610.28 11410.28 12110.28 11510.28 11410.28 11010.28 11610.28 11410.28 11210.28 11510.28 114
xiu_mvs_v1_base10.28 9910.28 10110.28 10610.28 11410.28 11610.28 11410.28 12110.28 11510.28 11410.28 11010.28 11610.28 11410.28 11210.28 11510.28 114
new-patchmatchnet766.12 158859.03 163487.38 173595.68 175536.14 1772346.27 188142.51 1861488.08 190422.43 1691361.32 189163.65 174628.60 1871003.74 189207.61 171297.41 179
pmmvs610000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
pmmvs510000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
test_post110000000.00 26910000000.00 27110000000.00 27410000000.00 27310000000.00 272
test_post10000000.00 27110000000.00 27410000000.00 273
Fast-Effi-MVS+0.41 340.40 230.41 390.41 460.41 460.41 460.35 350.41 460.41 450.41 430.41 450.41 460.41 440.41 440.41 44
patchmatchnet-post10000000.00 27110000000.00 27410000000.00 273
Anonymous2023121110000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
pmmvs-eth3d10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
GG-mvs-BLEND596.01 180611.29 182600.33 188790.30 161513.12 229552.71 184567.40 154662.54 235531.67 170503.93 156779.80 216656.02 201
xiu_mvs_v1_base_debi10.28 9910.28 10110.28 10610.28 11410.28 11610.28 11410.28 12110.28 11510.28 11410.28 11010.28 11610.28 11410.28 11210.28 11510.28 114
Anonymous2023120610000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
MTAPA833442.10 2431111233.77 24967.09 12765.59 13464.81 137284.50 13710000000.00 277219.97 14159.62 135229.89 14412.72 128103.00 150203.67 15027.93 12833.46 127
MTMP10000000.00 26910000000.00 277
gm-plane-assit611.29 182600.33 188579.21 158567.40 154531.67 170503.93 156
test9_res0.00 10.00 10.00 1
MVP-Stereo473.58 144533.67 146293.33 151376.00 163318.00 1611461.00 17796.00 164835.00 168290.00 161804.00 16697.00 161383.00 163688.00 171156.00 156179.00 160
Qingsong Yan: MVP-Stereo: A Parallel Multi-View Patchmatch Stereo Method with Dilation Matching for Photogrammetric Application.
TEST90.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
train_agg0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
gg-mvs-nofinetune594.69 150605.37 152562.67 177617.29 186500.33 175772.30 160413.12 218579.21 158552.71 184567.40 154662.54 235531.67 170503.93 156779.80 216656.02 201
SCA10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
Patchmatch-test10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
test_80.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
MS-PatchMatch473.58 144533.67 146293.33 151376.00 163318.00 1611461.00 17796.00 164835.00 168290.00 161804.00 16697.00 161383.00 163688.00 171156.00 156179.00 160
Patchmatch-RL test10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
cdsmvs_eth3d_5k10.28 9910.28 10110.28 10610.28 11410.28 11610.28 11410.28 12110.28 11510.28 11410.28 11010.28 11610.28 11410.28 11210.28 11510.28 114
pcd_1.5k_mvsjas10.28 9910.28 10110.28 10610.28 11410.28 11610.28 11410.28 12110.28 11510.28 11410.28 11010.28 11610.28 11410.28 11210.28 11510.28 114
agg_prior10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
agg_prior20.00 10.00 10.00 1
agg_prior0.00 10.00 10.00 10.00 10.00 1
tmp_tt371.08 139412.78 141246.00 149231.00 156197.00 1581293.00 176376.00 210756.00 166609.00 19071.00 128106.00 165195.00 155102.00 134171.00 163346.00 186
canonicalmvs10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
anonymousdsp10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
alignmvs2.00 802.00 812.00 862.00 942.00 942.00 922.00 972.00 932.00 922.00 902.00 922.00 932.00 912.00 912.00 91
nrg0302.00 802.00 812.00 862.00 942.00 942.00 922.00 972.00 932.00 922.00 902.00 922.00 932.00 912.00 912.00 91
v1441920.40 220.40 230.40 270.40 340.40 340.40 340.40 360.40 340.40 330.40 310.40 330.40 340.40 320.40 320.40 32
FIs10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
v19219200.40 220.40 230.40 270.40 340.40 340.40 340.40 360.40 340.40 330.40 310.40 330.40 340.40 320.40 320.40 32
UA-Net10000.00 23310000.00 23610000.00 24910000.00 26510000.00 26610000.00 24210000.00 26910000.00 25910000.00 26310000.00 25710000.00 26510000.00 26110000.00 26010000.00 26210000.00 260
v11920.40 220.40 230.40 270.40 340.40 340.40 340.40 360.40 340.40 330.40 310.40 330.40 340.40 320.40 320.40 32
FC-MVSNet-test10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
v11440.40 220.40 230.40 270.40 340.40 340.40 340.40 360.40 340.40 330.40 310.40 330.40 340.40 320.40 320.40 32
sosnet-low-res10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
HFP-MVS0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
v1480.40 220.40 230.40 270.40 340.40 340.40 340.40 360.40 340.40 330.40 310.40 330.40 340.40 320.40 320.40 32
sosnet1000.00 1781000.00 1771000.00 2001000.00 2091000.00 2131000.00 1681000.00 2561000.00 1761000.00 2091000.00 1761000.00 2511000.00 2051000.00 1851000.00 2371000.00 234
uncertanet10000.00 23310000.00 23610000.00 24910000.00 26510000.00 26610000.00 24210000.00 26910000.00 25910000.00 26310000.00 25710000.00 26510000.00 26110000.00 26010000.00 26210000.00 260
AllTest10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
TestCases10000000.00 26010000000.00 27510000000.00 27610000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
v7n0.40 220.40 230.40 270.40 340.40 340.40 340.40 360.40 340.40 330.40 310.40 330.40 340.40 320.40 320.40 32
region2R0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
bset_n11_16_dypcd10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
RRT_MVS10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
PS-MVSNAJss10.28 9910.28 10110.28 10610.28 11410.28 11610.28 11410.28 12110.28 11510.28 11410.28 11010.28 11610.28 11410.28 11210.28 11510.28 114
PS-MVSNAJ10.28 9910.28 10110.28 10610.28 11410.28 11610.28 11410.28 12110.28 11510.28 11410.28 11010.28 11610.28 11410.28 11210.28 11510.28 114
jajsoiax10.28 9910.28 10110.28 10610.28 11410.28 11610.28 11410.28 12110.28 11510.28 11410.28 11010.28 11610.28 11410.28 11210.28 11510.28 114
mvs_tets10.28 9910.28 10110.28 10610.28 11410.28 11610.28 11410.28 12110.28 11510.28 11410.28 11010.28 11610.28 11410.28 11210.28 11510.28 114
#test#0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
EI-MVSNet-UG-set1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
EI-MVSNet-Vis-set1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
Regformer-31.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
Regformer-41.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
Regformer-11.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
Regformer-21.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
HPM-MVS++copyleft10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
test_prior40.00 10.00 1
XVS10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
v12400.40 220.40 230.40 270.40 340.40 340.40 340.40 360.40 340.40 330.40 310.40 330.40 340.40 320.40 320.40 32
test_prior30.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
pm-mvs110000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
test_prior20.00 10.00 10.00 10.00 10.00 10.00 10.00 1
X-MVStestdata10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
test_prior0.00 10.00 10.00 10.00 10.00 10.00 1
旧先验20.00 10.00 10.00 10.00 10.00 1
新几何20.00 1
新几何10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
旧先验10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
无先验0.00 10.00 10.00 10.00 10.00 10.00 1
原ACMM20.00 1
原ACMM10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test2220.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
testdata20.00 10.00 1
segment_acmp0.00 1
testdata0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
testdata10.00 10.00 1
v80.40 220.40 230.40 270.40 340.40 340.40 340.40 360.40 340.40 330.40 310.40 330.40 340.40 320.40 320.40 32
13140.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
11210.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
LFMVS2.00 802.00 812.00 862.00 942.00 942.00 922.00 972.00 932.00 922.00 902.00 922.00 932.00 912.00 912.00 91
VDD-MVS2.00 802.00 812.00 862.00 942.00 942.00 922.00 972.00 932.00 922.00 902.00 922.00 932.00 912.00 912.00 91
VDDNet2.00 802.00 812.00 862.00 942.00 942.00 922.00 972.00 932.00 922.00 902.00 922.00 932.00 912.00 912.00 91
v100.40 220.40 230.40 270.40 340.40 340.40 340.40 360.40 340.40 330.40 310.40 330.40 340.40 320.40 320.40 32
VPNet2.00 802.00 812.00 862.00 942.00 942.00 922.00 972.00 932.00 922.00 902.00 922.00 932.00 912.00 912.00 91
MVS0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
v2v4820.40 220.40 230.40 270.40 340.40 340.40 340.40 360.40 340.40 330.40 310.40 330.40 340.40 320.40 320.40 32
V420.40 220.40 230.40 270.40 340.40 340.40 340.40 360.40 340.40 330.40 310.40 330.40 340.40 320.40 320.40 32
SD-MVS2654.53 2073055.56 2121451.45 2151725.60 2241598.35 2279203.30 237315.86 2035016.02 2321363.85 2254894.28 230387.23 2102023.43 2263973.88 229620.04 202732.56 207
Zhenlong Yuan, Jiakai Cao, Zhaoxin Li, Hao Jiang and Zhaoqi Wang: SD-MVS: Segmentation-driven Deformation Multi-View Stereo with Spherical Refinement and EM optimization. AAAI2024
GA-MVS0.40 220.40 230.40 270.40 340.40 340.40 340.40 360.40 340.40 330.40 310.40 330.40 340.40 320.40 320.40 32
MSLP-MVS++1242.93 1871411.08 190738.48 193712.71 197712.68 1974168.17 208136.50 1842276.40 209613.28 1932368.60 209161.61 1731130.38 2121964.54 211297.88 188372.39 189
APDe-MVS10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
APD-MVS_3200maxsize10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
ADS-MVSNet2443.33 142482.84 143324.79 157434.94 170387.73 1671110.57 17287.69 161887.02 170282.92 158779.29 16398.57 163422.76 166502.40 154162.19 161163.87 156
EI-MVSNet1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
Regformer1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
CVMVSNet1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
pmmvs410000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
EU-MVSNet1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
VNet2.00 802.00 812.00 862.00 942.00 942.00 922.00 972.00 932.00 922.00 902.00 922.00 932.00 912.00 912.00 91
test-LLR10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
TESTMET0.1,110000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
test-mter10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
VPA-MVSNet2.00 802.00 812.00 862.00 942.00 942.00 922.00 972.00 932.00 922.00 902.00 922.00 932.00 912.00 912.00 91
ACMMPR1296.60 1891480.82 192743.96 194899.25 203763.47 2014305.47 209143.90 1872530.94 212683.99 1952346.34 208201.65 1891098.25 2101920.59 210295.21 187370.16 188
testgi10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
test20.0310000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
thres600view710000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
ADS-MVSNet443.33 142482.84 143324.79 157434.94 170387.73 1671110.57 17287.69 161887.02 170282.92 158779.29 16398.57 163422.76 166502.40 154162.19 161163.87 156
MP-MVScopyleft10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
Rongxuan Tan, Qing Wang, et al.: MP-MVS: Multi-Scale Windows PatchMatch and Planar Prior Multi-View Stereo.
testmvs10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
thres40010000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
test12310000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
thres20010000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
test0.0.03 110000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
pmmvs310000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
EMVS10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
E-PMN10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
PGM-MVS10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
LCM-MVSNet-Re0.89 470.89 480.89 520.89 590.89 590.89 590.89 600.89 590.89 580.89 560.89 580.89 590.89 570.89 570.89 57
LCM-MVSNet0.37 210.36 220.37 260.37 330.37 330.37 330.32 340.37 330.37 320.37 300.37 320.37 330.37 310.37 310.37 31
MCST-MVS10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
mvs_anonymous774.90 160882.28 166452.77 163636.50 187537.20 1782348.80 189120.30 1741504.30 191474.40 1731371.10 190186.90 177564.70 1761078.90 192219.30 173256.40 167
MVS_Test10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
MDA-MVSNet-bldmvs1.20 481.20 491.20 541.20 611.20 621.20 601.20 631.20 611.20 601.20 581.20 601.20 611.20 591.20 591.20 59
CDPH-MVS6.66 986.66 996.66 1046.66 1126.66 1126.66 1116.66 1186.66 1126.66 1106.66 1086.66 1126.66 1116.66 1096.66 1126.66 112
test120.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
casdiffmvs774.90 160882.28 166452.77 163636.50 187537.20 1782348.80 189120.30 1741504.30 191474.40 1731371.10 190186.90 177564.70 1761078.90 192219.30 173256.40 167
diffmvs774.90 160882.28 166452.77 163636.50 187537.20 1782348.80 189120.30 1741504.30 191474.40 1731371.10 190186.90 177564.70 1761078.90 192219.30 173256.40 167
baseline2774.90 160882.28 166452.77 163636.50 187537.20 1782348.80 189120.30 1741504.30 191474.40 1731371.10 190186.90 177564.70 1761078.90 192219.30 173256.40 167
baseline1774.90 160882.28 166452.77 163636.50 187537.20 1782348.80 189120.30 1741504.30 191474.40 1731371.10 190186.90 177564.70 1761078.90 192219.30 173256.40 167
YYNet11.20 481.20 491.20 541.20 611.20 621.20 601.20 631.20 611.20 601.20 581.20 601.20 611.20 591.20 591.20 59
PMMVS210000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
MDA-MVSNet_test_wron1.20 481.20 491.20 541.20 611.20 621.20 601.20 631.20 611.20 601.20 581.20 601.20 611.20 591.20 591.20 59
tpmvs501.65 147567.42 149304.33 154395.39 165356.32 1641512.04 180216.53 198994.15 173350.16 166804.16 168119.38 167380.98 160555.14 161159.87 159175.69 159
PM-MVS10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
HQP_MVS10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
plane_prior710000000.00 27510000000.00 276
plane_prior610000000.00 27510000000.00 27610000000.00 274
plane_prior510000000.00 27710000000.00 27310000000.00 27210000000.00 27210000000.00 270
plane_prior410000000.00 271
plane_prior310000000.00 27610000000.00 27310000000.00 273
plane_prior210000000.00 26910000000.00 273
plane_prior110000000.00 275
plane_prior1.00 602.00 922.00 932.00 91
PS-CasMVS1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
UniMVSNet_NR-MVSNet1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
PEN-MVS1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
TransMVSNet (Re)1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
DTE-MVSNet1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
DU-MVS1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
UniMVSNet (Re)1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
CP-MVSNet1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
WR-MVS_H1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
WR-MVS1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
NR-MVSNet1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
Baseline_NR-MVSNet1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
TranMVSNet+NR-MVSNet1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
TSAR-MVS + GP.1386.84 1901622.84 194678.81 190952.13 205840.17 2055358.21 214170.75 1932650.47 213713.54 1992394.28 210209.42 193855.56 1951854.36 209302.42 189340.71 185
abl_60.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
n214.20 134
nn1.42 68
mPP-MVS10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
door-mid1.42 68
XVG-OURS-SEG-HR999999.00 245999999.00 245999999.00 257999999.00 272999999.00 273999999.00 266999999.00 274999999.00 270999999.00 270999999.00 268999999.00 271999999.00 270999999.00 269999999.00 269999999.00 267
DWT-MVSNet_test10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
MVSFormer1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
jason1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
jason: jason.
lupinMVS1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
test_djsdf1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
HPM-MVS_fast10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
RRT_test8_iter0510000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
K. test v3877.74 171980.16 174570.46 1791316.85 218813.15 2032565.52 199103.78 1701509.49 197548.33 1831258.90 186219.93 195587.82 1841102.37 198196.30 168310.42 181
lessismore_v0569.20 178667.25 195644.68 19496.45 166428.86 1711514.17 197204.21 191756.58 1911061.60 191197.79 169306.34 180
SixPastTwentyTwo773.62 159869.37 165486.35 172603.45 177547.15 1852532.14 198106.92 1711434.95 189428.08 1701360.56 188165.15 175628.96 188984.09 181209.01 172282.94 176
OurMVSNet-221017-0999.00 176999.00 175999.00 197999.00 206999.00 210999.00 165999.00 253999.00 174999.00 206999.00 173999.00 248999.00 202999.00 182999.00 234999.00 231
HPM-MVScopyleft10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
Chunlin Ren, Qingshan Xu, Shikun Zhang, Jiaqi Yang: Hierarchical Prior Mining for Non-local Multi-View Stereo. ICCV 2023
XVG-OURS999999.00 245999999.00 245999999.00 257999999.00 272999999.00 273999999.00 266999999.00 274999999.00 270999999.00 270999999.00 268999999.00 271999999.00 270999999.00 269999999.00 269999999.00 267
XVG-ACMP-BASELINE999999.00 245999999.00 245999999.00 257999999.00 272999999.00 273999999.00 266999999.00 274999999.00 270999999.00 270999999.00 268999999.00 271999999.00 270999999.00 269999999.00 269999999.00 267
LPG-MVS_test10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
LGP-MVS_train10000000.00 26010000000.00 27510000000.00 27610000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
baseline774.90 160882.28 166452.77 163636.50 187537.20 1782348.80 189120.30 1741504.30 191474.40 1731371.10 190186.90 177564.70 1761078.90 192219.30 173256.40 167
test111.00 61
door99.00 168
EPNet_dtu10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
Wanjuan Su, Wenbing Tao: Efficient Edge-Preserving Multi-View Stereo Network for Depth Estimation. AAAI 2023
CHOSEN 1792x26882340.81 2012643.03 2041434.14 2112025.55 2401629.36 2306542.40 217412.49 2154219.70 2231547.02 2334328.52 223650.74 2301798.26 2203333.17 222727.72 212874.79 219
EPNet10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
Wanjuan Su, Wenbing Tao: Efficient Edge-Preserving Multi-View Stereo Network for Depth Estimation. AAAI 2023
HQP5-MVS10000000.00 276
HQP-NCC10000000.00 27510000000.00 26910000000.00 27310000000.00 273
ACMP_Plane10000000.00 27510000000.00 26910000000.00 27310000000.00 273
APD-MVScopyleft1000000000.00 3461000000000.00 3491000000000.00 3601000000000.00 3831000000000.00 3821000000000.00 3721000000000.00 3831000000000.00 3771000000000.00 3781000000000.00 3761000000000.00 3811000000000.00 3781000000000.00 3761000000000.00 3761000000000.00 374
Yuesong Wang, Zhaojie Zeng and etc.: Adaptive Patch Deformation for Textureless-Resilient Multi-View Stereo. CVPR2023
BP-MVS10000000.00 272
HQP4-MVS10000000.00 27310000000.00 27310000000.00 270
HQP3-MVS10000000.00 27710000000.00 272
HQP2-MVS10000000.00 274
CNVR-MVS10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
NCCC10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
114514_t99999.00 24099999.00 24399999.00 25599999.00 27099999.00 27199999.00 26499999.00 27299999.00 26899999.00 26899999.00 26699999.00 26999999.00 26899999.00 26799999.00 26799999.00 265
CP-MVS10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
DSMNet-mixed131.33 133143.00 13596.33 14699.00 14481.00 145201.00 13445.00 156335.00 15599.00 153251.00 14938.00 149110.00 152120.00 13599.00 15398.00 152
tpm23617.85 2184007.23 2202449.73 2362012.71 2361698.05 2357351.19 223869.29 2486132.06 2381588.28 2388007.42 2511281.09 2573888.11 2547472.04 2541351.00 2451763.02 251
NP-MVS10000000.00 27510000000.00 27610000000.00 271
EG-PatchMatch MVS437.03 141493.12 145268.77 150264.80 157260.20 1601491.80 17998.00 167723.20 165238.80 156722.40 16263.10 154382.00 161629.00 164207.00 170164.10 158
tpm cat13617.85 2184007.23 2202449.73 2362012.71 2361698.05 2357351.19 223869.29 2486132.06 2381588.28 2388007.42 2511281.09 2573888.11 2547472.04 2541351.00 2451763.02 251
SteuartSystems-ACMMP2891.50 2113284.78 2141711.67 2231954.00 2341655.00 23310117.00 246445.00 2205102.00 2351375.00 2295126.00 234351.00 2072638.00 2424402.00 236691.00 208842.00 216
Skip Steuart: Steuart Systems R&D Blog.
CostFormer3617.85 2184007.23 2202449.73 2362012.71 2361698.05 2357351.19 223869.29 2486132.06 2381588.28 2388007.42 2511281.09 2573888.11 2547472.04 2541351.00 2451763.02 251
CR-MVSNet612.36 152617.81 155596.01 180611.29 182600.33 188790.30 161513.12 229579.21 158552.71 184567.40 154662.54 235531.67 170503.93 156779.80 216656.02 201
JIA-IIPM804.30 167835.64 161710.26 191885.90 201895.90 208455.98 156668.73 2421297.17 1851002.26 2131001.67 180655.98 233756.98 192667.90 168885.21 228477.90 195
Patchmtry1090.75 1831198.88 185766.38 1951290.90 216485.90 1732423.98 1951267.30 2601297.17 185923.90 203923.40 1711215.54 256990.23 200667.90 168779.80 216823.02 214
PatchT856.34 170860.99 164842.38 1961290.90 216880.90 206790.30 1611267.30 260579.21 158923.90 203567.40 154662.54 235990.23 200887.56 176779.80 216656.02 201
tpmrst2557.50 2052847.12 2081688.66 2221784.08 2321778.25 2407445.50 227342.14 2064471.54 2271534.55 2324382.10 226530.10 2212361.21 2334142.81 232991.22 232926.51 224
BH-w/o40.00 11340.00 11540.00 12140.00 12940.00 13040.00 12740.00 15240.00 12940.00 12940.00 12340.00 15040.00 12940.00 12740.00 14340.00 138
tpm3617.85 2184007.23 2202449.73 2362012.71 2361698.05 2357351.19 223869.29 2486132.06 2381588.28 2388007.42 2511281.09 2573888.11 2547472.04 2541351.00 2451763.02 251
DELS-MVS514.57 148587.73 151295.12 153343.03 160328.09 1631540.48 181116.22 173988.59 172325.44 164906.22 170119.86 168365.72 159788.60 173161.09 160191.55 163
Christian Sormann, Emanuele Santellani, Mattia Rossi, Andreas Kuhn, Friedrich Fraundorfer: DELS-MVS: Deep Epipolar Line Search for Multi-View Stereo. Winter Conference on Applications of Computer Vision (WACV), 2023
BH-untuned40.00 11340.00 11540.00 12140.00 12940.00 13040.00 12740.00 15240.00 12940.00 12940.00 12340.00 15040.00 12940.00 12740.00 14340.00 138
RPMNet787.26 166829.13 160661.63 186885.90 201895.90 208455.98 156610.10 2381297.17 1851002.26 2131001.67 180655.98 233611.10 186667.90 168885.21 228477.90 195
MVSTER890.06 1721005.91 181542.52 175736.13 198653.90 1952616.56 200145.22 1881692.10 201555.69 1871554.72 198266.25 196660.02 1901219.66 200266.84 184313.64 182
CPTT-MVS10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
GBi-Net44.67 11749.24 11930.96 12047.53 13347.57 134126.09 1338.00 11976.99 13326.09 12873.50 12911.27 12630.55 12861.12 13112.58 12614.75 125
PVSNet_Blended_VisFu136.90 134155.40 13681.40 142111.00 15296.20 146407.00 15325.90 142251.60 14585.10 150240.50 14637.00 14699.90 147199.80 14740.70 14748.10 146
PVSNet_BlendedMVS136.90 134155.40 13681.40 142111.00 15296.20 146407.00 15325.90 142251.60 14585.10 150240.50 14637.00 14699.90 147199.80 14740.70 14748.10 146
UnsupCasMVSNet_eth5.90 895.90 905.90 955.90 1035.90 1035.90 1025.90 1095.90 1035.90 1015.90 995.90 1035.90 1025.90 1005.90 1035.90 103
UnsupCasMVSNet_bld5.90 895.90 905.90 955.90 1035.90 1035.90 1025.90 1095.90 1035.90 1015.90 995.90 1035.90 1025.90 1005.90 1035.90 103
PVSNet_Blended136.90 134155.40 13681.40 142111.00 15296.20 146407.00 15325.90 142251.60 14585.10 150240.50 14637.00 14699.90 147199.80 14740.70 14748.10 146
FMVSNet5124.76 126140.93 12876.26 135107.44 145100.17 149329.88 14627.12 145259.44 14874.30 143204.34 13730.74 13992.41 136196.98 14038.15 13636.19 129
test1124.76 126140.93 12876.26 135107.44 145100.17 149329.88 14627.12 145259.44 14874.30 143204.34 13730.74 13992.41 136196.98 14038.15 13636.19 129
new_pmnet88.14 11998.62 12056.70 12598.14 14256.07 135246.79 13515.37 136148.06 13450.77 133143.13 13023.35 13362.65 13393.26 13268.71 15051.38 149
FMVSNet3124.76 126140.93 12876.26 135107.44 145100.17 149329.88 14627.12 145259.44 14874.30 143204.34 13730.74 13992.41 136196.98 14038.15 13636.19 129
dp87.20 118113.80 1227.42 10510.50 1248.88 113298.82 1412.70 106510.35 1577.79 111172.93 1323.37 1019.16 11214.00 1233.71 1014.23 101
FMVSNet2124.76 126140.93 12876.26 135107.44 145100.17 149329.88 14627.12 145259.44 14874.30 143204.34 13730.74 13992.41 136196.98 14038.15 13636.19 129
FMVSNet1124.76 126140.93 12876.26 135107.44 145100.17 149329.88 14627.12 145259.44 14874.30 143204.34 13730.74 13992.41 136196.98 14038.15 13636.19 129
N_pmnet88.14 11998.62 12056.70 12598.14 14256.07 135246.79 13515.37 136148.06 13450.77 133143.13 13023.35 13362.65 13393.26 13268.71 15051.38 149
cascas2.00 802.00 812.00 862.00 942.00 942.00 922.00 972.00 932.00 922.00 902.00 922.00 932.00 912.00 912.00 91
BH-RMVSNet40.00 11340.00 11540.00 12140.00 12940.00 13040.00 12740.00 15240.00 12940.00 12940.00 12340.00 15040.00 12940.00 12740.00 14340.00 138
UGNet110.62 121124.04 12370.34 12982.03 13874.27 141325.54 14225.25 138207.16 13769.28 139194.38 13327.53 13595.79 143147.76 13637.43 13240.97 142
Wanjuan Su, Qingshan Xu, Wenbing Tao: Uncertainty-guided Multi-view Stereo Network for Depth Estimation. IEEE Transactions on Circuits and Systems for Video Technology, 2022
WTY-MVS5.90 895.90 905.90 955.90 1035.90 1035.90 1025.90 1095.90 1035.90 1015.90 995.90 1035.90 1025.90 1005.90 1035.90 103
XXY-MVS15.00 11015.00 11215.00 11915.00 12615.00 12915.00 12515.00 13515.00 12615.00 12715.00 12115.00 13215.00 12615.00 12415.00 12715.00 126
DROMVSNet0.62 390.62 400.62 430.62 500.62 500.62 510.62 510.62 500.62 490.62 470.62 490.62 500.62 470.62 490.62 48
sss5.90 895.90 905.90 955.90 1035.90 1035.90 1025.90 1095.90 1035.90 1015.90 995.90 1035.90 1025.90 1005.90 1035.90 103
Test_1112_low_res5.90 895.90 905.90 955.90 1035.90 1035.90 1025.90 1095.90 1035.90 1015.90 995.90 1035.90 1025.90 1005.90 1035.90 103
1112_ss5.90 895.90 905.90 955.90 1035.90 1035.90 1025.90 1095.90 1035.90 1015.90 995.90 1035.90 1025.90 1005.90 1035.90 103
ab-mvs-re5.90 895.90 905.90 955.90 1035.90 1035.90 1025.90 1095.90 1035.90 1015.90 995.90 1035.90 1025.90 1005.90 1035.90 103
ab-mvs5.90 895.90 905.90 955.90 1035.90 1035.90 1025.90 1095.90 1035.90 1015.90 995.90 1035.90 1025.90 1005.90 1035.90 103
TR-MVS40.00 11340.00 11540.00 12140.00 12940.00 13040.00 12740.00 15240.00 12940.00 12940.00 12340.00 15040.00 12940.00 12740.00 14340.00 138
MDTV_nov1_ep13_2view9.99 1149.99 1129.99 1139.99 1129.99 1149.99 1109.99 113
MDTV_nov1_ep139.99 1009.99 1139.99 1149.99 1129.99 1209.99 1139.99 1129.99 1099.99 1149.99 1139.99 1109.99 114
MIMVSNet1124.76 126140.93 12876.26 135107.44 145100.17 149329.88 14627.12 145259.44 14874.30 143204.34 13730.74 13992.41 136196.98 14038.15 13636.19 129
MIMVSNet124.76 126140.93 12876.26 135107.44 145100.17 149329.88 14627.12 145259.44 14874.30 143204.34 13730.74 13992.41 136196.98 14038.15 13636.19 129
IterMVS-LS758.94 157856.56 162466.10 170606.60 178546.80 1842309.90 187122.20 1801402.80 188463.50 1721348.20 187192.60 185574.60 1831028.60 190234.60 181276.90 175
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Marc Pollefeys: IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo.
CDS-MVSNet0.88 450.88 460.88 500.88 570.88 570.88 570.88 580.88 570.88 560.88 540.88 560.88 570.88 550.88 550.88 55
Khang Truong Giang, Soohwan Song, Sungho Jo: Curvature-guided dynamic scale networks for Multi-view Stereo. ICLR 2022
ACMMP++_ref10000000.00 272
IterMVS615.05 153691.66 156385.23 161516.40 173454.80 1721863.80 183102.10 1691142.20 182364.10 1671093.20 184135.00 169480.40 169826.90 174181.20 164220.50 165
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Marc Pollefeys: IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo.
DP-MVS Recon516.25 149581.17 150321.48 156361.02 161429.00 1711995.36 18578.48 159796.20 167283.32 160796.02 16596.78 160382.98 162636.72 166186.66 167152.46 154
MVS_111021_LR1136.45 1851298.72 188649.64 184756.17 199726.26 1993785.94 204138.15 1852190.64 208629.63 1942064.39 205165.45 176874.83 1961678.43 207279.70 186347.82 187
DP-MVS264.78 138296.02 140171.04 147191.70 155183.96 157827.10 16478.36 158438.24 156176.64 155435.12 15265.04 155230.52 157334.02 153117.96 15498.64 153
ACMMP++10000000.00 272
HQP-MVS10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
QAPM0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
Vis-MVSNetpermissive2877.42 2103170.00 2131999.67 2311673.00 2222042.00 2488593.00 234474.00 2246452.00 2451268.00 2235125.00 233339.00 2053004.00 2454222.00 235384.00 194953.00 227
Jingyang Zhang, Yao Yao, Shiwei Li, Zixin Luo, Tian Fang: Visibility-aware Multiview Stereo Network. BMVC 2020
MVS-HIRNet2125.39 1972452.68 2001143.53 2062938.33 2561446.92 2226083.19 215391.74 2123801.71 2201202.10 2193439.72 215492.73 2171304.35 2143048.25 220676.32 205679.32 206
IS-MVSNet10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
HyFIR lowres test2340.81 2012643.03 2041434.14 2112025.55 2401629.36 2306542.40 217412.49 2154219.70 2231547.02 2334328.52 223650.74 2301798.26 2203333.17 222727.72 212874.79 219
EPMVS999.00 176999.00 175999.00 197999.00 206999.00 210999.00 165999.00 253999.00 174999.00 206999.00 173999.00 248999.00 202999.00 182999.00 234999.00 231
PAPM_NR10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
TAMVS0.88 450.88 460.88 500.88 570.88 570.88 570.88 580.88 570.88 560.88 540.88 560.88 570.88 550.88 550.88 55
PAPR10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
RPSCF394.81 140445.63 142242.35 148276.55 158253.63 1591207.27 17490.69 163715.56 164241.57 157684.87 161111.96 166320.02 158548.38 160133.81 155153.39 155
Vis-MVSNet (Re-imp)10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
test_04021110.00 1841260.00 187660.00 185900.00 204780.00 2023300.00 202210.00 1972040.00 206690.00 1961950.00 203300.00 200810.00 1931620.00 205330.00 192390.00 192
MVS_111021_HR3742.80 2224330.34 2251980.20 2302484.31 2482259.52 25014973.80 255515.90 2356500.13 2461949.21 2486146.89 238535.66 2222593.66 2374880.76 239986.37 2311087.43 239
CSCG826.03 168963.29 173414.24 162421.52 168426.11 1702230.35 186179.52 1941827.44 202733.43 201933.12 172281.25 197545.23 1741800.35 208262.64 183271.38 174
PatchMatch-RL10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
API-MVS4380.83 2284906.56 2302803.67 2433844.00 2583116.00 25913454.00 252901.00 2526511.00 2472794.00 2567365.00 247754.00 2393634.00 2526622.00 2511914.00 2561661.00 246
Test By Simon990.00 247
TDRefinement10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
USDC1000.00 1781000.00 1771000.00 2001000.00 2091000.00 2131000.00 1681000.00 2561000.00 1761000.00 2091000.00 1761000.00 2511000.00 2051000.00 1851000.00 2371000.00 234
EPP-MVSNet10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
PMMVS10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
PAPM10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
ACMMPcopyleft10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
Qingshan Xu, Weihang Kong, Wenbing Tao, Marc Pollefeys: Multi-Scale Geometric Consistency Guided and Planar Prior Assisted Multi-View Stereo. IEEE Transactions on Pattern Analysis and Machine Intelligence
CNLPA10738.67 23711772.44 2407637.33 2479120.00 2638206.00 26322252.00 2582010.00 26324984.00 2657458.00 26122596.00 2632940.00 26210260.00 26411100.00 2633492.00 2594446.00 257
PatchmatchNetpermissive492.52 146551.22 148316.40 155400.20 166357.90 1651277.10 175115.80 1721034.60 180315.90 163874.00 169155.10 171402.20 165629.50 165158.80 158189.10 162
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Pablo Speciale, Marc Pollefeys: PatchmatchNet: Learned Multi-View Patchmatch Stereo.
PHI-MVS99999.00 24099999.00 24399999.00 25599999.00 27099999.00 27199999.00 26499999.00 27299999.00 26899999.00 26899999.00 26699999.00 26999999.00 26899999.00 26799999.00 26799999.00 265
F-COLMAP1878.17 1942113.11 1971173.33 2081231.00 2141174.00 2186297.00 216392.00 2133356.00 2171087.00 2153082.00 214361.00 2081670.00 2172523.00 216689.00 206676.00 205
ANet_high10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
wuyk23d10000000.00 24810000000.00 25110000000.00 26010000000.00 27510000000.00 27610000000.00 26910000000.00 27710000000.00 27310000000.00 27310000000.00 27110000000.00 27410000000.00 27310000000.00 27210000000.00 27210000000.00 270
OMC-MVS5022.26 2295748.82 2322842.58 2444905.27 2603101.27 25814933.60 254812.24 2469278.40 2572959.29 2578800.17 2551092.24 2553806.30 2537568.54 2581389.60 2491620.18 245
MG-MVS1256.50 1881432.00 191730.00 192610.00 179760.00 2004720.00 211169.00 1921920.00 205723.00 2002510.00 212201.00 1881050.00 2091645.00 206390.00 195380.00 190
AdaColmapbinary2570.77 2062948.61 2091437.24 2141873.64 2331526.60 2247819.77 228373.97 2094970.45 2301479.29 2304648.46 228525.80 2201904.97 2244150.42 233695.69 211880.14 222
uanet10000.00 23310000.00 23610000.00 24910000.00 26510000.00 26610000.00 24210000.00 26910000.00 25910000.00 26310000.00 25710000.00 26510000.00 26110000.00 26010000.00 26210000.00 260
ITE_SJBPF2014.00 2321998.00 2351992.00 246701.00 2435989.00 2371812.00 2473612.00 219650.00 2292852.00 2444601.00 2381195.00 2441198.00 241
DeepMVS_CXcopyleft1.00 531.00 601.00 601.00 611.00 601.00 591.00 571.00 591.00 601.00 581.00 581.00 58
TinyColmap1000.00 1781000.00 1771000.00 2001000.00 2091000.00 2131000.00 1681000.00 2561000.00 1761000.00 2091000.00 1761000.00 2511000.00 2051000.00 1851000.00 2371000.00 234
MAR-MVS3973.16 2234387.92 2262728.86 2423345.27 2573341.39 26011403.90 248798.76 2456555.62 2482569.29 2556514.86 240834.97 2423237.43 2515891.08 2441577.54 2501607.76 243
Zhenyu Xu, Yiguang Liu, Xuelei Shi, Ying Wang, Yunan Zheng: MARMVS: Matching Ambiguity Reduced Multiple View Stereo for Efficient Large Scale Scene Reconstruction. CVPR 2020
LF4IMVS2699.50 2093049.67 2111649.00 2211755.00 2281689.00 2348330.00 232464.00 2234997.00 2311528.00 2314763.00 229568.00 2232296.00 2324215.00 234827.00 224962.00 228
MSDG32606.17 23934443.44 24227094.33 25429249.00 26925246.00 27051144.00 2636705.00 26742886.00 26722888.00 26748534.00 26513263.00 26837507.00 26779298.00 26616024.00 26618530.00 263
LS3D7684.71 2318776.23 2344410.16 2465298.55 2615631.53 26234329.90 2611504.57 26211554.00 2633896.41 25815111.00 261812.19 2405985.63 2593516.20 2262963.23 2581613.31 244
CLD-MVS7338.25 2308341.00 2334330.00 2454902.00 2594991.00 26123318.00 259728.00 24414437.00 2644378.00 25913379.00 260824.00 2415708.00 25811429.00 2641674.00 2552291.00 255
Zhaoxin Li, Wangmeng Zuo, Zhaoqi Wang, Lei Zhang: Confidence-based Large-scale Dense Multi-view Stereo. IEEE Transaction on Image Processing, 2020
FPMVS1407.00 1911495.59 1931141.23 205648.01 194893.85 2074124.00 207503.81 2283219.04 215742.72 2022498.84 211157.98 1721727.83 218832.93 175732.98 215802.00 210
Gipumacopyleft689.75 156767.00 159458.00 169613.00 185549.00 1861943.00 184187.00 1951230.00 184518.00 1811092.00 183203.00 190564.00 175892.00 178225.00 179261.00 173
S. Galliani, K. Lasinger, K. Schindler: Massively Parallel Multiview Stereopsis by Surface Normal Diffusion. ICCV 2015