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 15.90 805.90 815.90 865.90 935.90 945.90 935.90 985.90 945.90 925.90 905.90 935.90 935.90 915.90 935.90 92
ACMH+729.97 2661.38 144754.00 147383.51 149368.96 150376.38 1552483.74 18682.42 1491089.25 170333.39 1541219.68 17466.53 146573.60 171957.86 169184.14 155200.56 153
PMVScopyleft863.65 3957.08 1621054.11 171666.00 177401.00 155495.00 1633790.00 194279.00 1891607.00 189521.00 1711745.00 18990.00 1471105.00 200639.00 156415.00 185398.00 182
Y. Furukawa, J. Ponce: Accurate, dense, and robust multiview stereopsis. PAMI (2010)
IB-MVS872.44 4616.41 143700.96 146362.78 148426.10 157409.25 1581822.69 171124.42 1701186.23 172366.85 1571079.42 171190.60 173451.78 157930.72 168181.59 154227.30 155
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 1631106.11 173553.33 165494.00 160534.00 1653581.00 192136.00 1721585.00 188478.00 1681871.00 19190.00 147839.00 1831460.00 191260.00 171287.00 166
Qingshan Xu and Wenbing Tao: Multi-Scale Geometric Consistency Guided Multi-View Stereo. CVPR 2019
PVSNet1207.94 6829.56 158937.18 161506.69 163645.55 181585.72 1762477.98 185130.52 1711578.29 187509.50 1691460.01 185194.90 175637.19 1781170.78 188267.07 174297.17 167
ACMP1246.57 71086.24 1711235.17 175639.45 172596.53 164639.91 1823904.24 195152.04 1781851.54 192566.58 1771997.95 193138.50 159938.30 1871605.46 193303.70 180340.14 173
Qingshan Xu and Wenbing Tao: Planar Prior Assisted PatchMatch Multi-View Stereo. AAAI 2020
ACMM1311.08 81165.06 1751332.72 178662.07 176584.90 162715.99 1874373.59 199153.99 1801880.27 193709.02 1872316.97 195188.63 172939.89 1881484.30 192302.78 179330.34 172
Qingshan Xu and Wenbing Tao: Multi-Scale Geometric Consistency Guided Multi-View Stereo. CVPR 2019
PVSNet_01661.03 9968.54 1641066.82 172673.70 178706.94 184695.69 1852669.02 190153.52 1792108.17 196605.54 1781679.14 188213.26 183886.75 1861236.76 190229.01 169438.67 183
OpenMVS_ROBcopyleft1936.51 101959.51 1842224.88 1881163.39 1961253.91 2031434.22 2107065.71 209272.76 1882472.29 2001647.54 2323538.72 206200.37 1761496.48 2052575.17 206997.45 222559.48 186
COLMAP_ROBcopyleft2144.59 111658.33 1821869.33 1841025.33 1931030.00 2011023.00 2065311.00 202359.00 1973044.00 203937.00 1942892.00 202332.00 1931440.00 2042312.00 203607.00 188613.00 189
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 1811886.82 185481.89 160847.73 188830.16 1937943.84 219189.23 1852398.83 199691.73 1862341.13 196209.16 181230.25 1451999.25 201360.46 182385.25 180
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 1882530.89 1911459.67 2061767.00 2191591.00 2157932.00 218399.00 2033643.00 2071176.00 2073569.00 207297.00 1881927.00 2143302.00 210693.00 199861.00 207
3Dnovator2482.06 142531.17 1932839.56 1961606.00 2081732.00 2151557.00 2148375.00 222483.00 2154370.00 2151371.00 2174200.00 211350.00 1952207.00 2193877.00 217798.00 2111054.00 227
CMPMVSbinary2623.62 151983.08 1852156.14 1871463.89 2071414.80 2081517.00 2125239.20 201867.40 2363310.30 2051128.70 2063489.90 205366.75 1982030.20 2182427.60 2041160.60 232844.46 206
M. Jancosek, T. Pajdla: Multi-View Reconstruction Preserving Weakly-Supported Surfaces. CVPR 2011
PLCcopyleft2858.82 162192.92 1872474.00 1901349.67 1991407.00 2071356.00 2097164.00 210475.00 2143970.00 2101237.00 2113765.00 209451.00 2031891.00 2123006.00 208791.00 210802.00 199
Jie Liao, Yanping Fu, Qingan Yan, Chunxia xiao: Pyramid Multi-View Stereo with Local Consistency. Pacific Graphics 2019
3Dnovator+3414.41 173146.67 2013537.00 2041975.67 2182310.00 2322005.00 23610100.00 234626.00 2305753.00 2251803.00 2355179.00 224487.00 2052622.00 2294550.00 2261025.00 2301300.00 231
DeepPCF-MVS3452.42 182670.71 1973021.57 1991618.12 2092377.67 2341751.39 2288915.70 225567.44 2254569.74 2171236.84 2104615.63 216513.23 2072291.32 2203515.48 214882.39 216811.66 201
DeepC-MVS3917.13 193155.06 2023601.83 2051814.72 2162515.52 2371941.53 23310432.50 236589.42 2264789.45 2181298.65 2137677.31 238578.35 2132589.53 2253611.78 216923.52 219913.10 212
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 1892597.03 1921297.84 1981701.20 2111332.37 2088105.11 220451.45 2104031.84 2111099.10 2053966.50 210467.45 2041734.05 2082701.68 207848.94 214827.11 204
Andreas Kuhn, Shan Lin, Oliver Erdler: Plane Completion and Filtering for Multi-View Stereo Reconstruction. GCPR 2019
TAPA-MVS6309.84 213374.90 2053806.99 2082078.63 2222535.47 2382499.25 2428816.16 224456.05 2116255.60 2311664.52 2336704.88 230629.95 2172768.38 2326343.93 239856.35 215968.25 218
Andrea Romanoni, Matteo Matteucci: TAPA-MVS: Textureless-Aware PAtchMatch Multi-View Stereo. ICCV 2019
MVEpermissive10021.00 2210550.67 22510002.44 22812195.33 2416242.00 2508768.00 25330896.00 2494451.00 25410331.00 2516247.00 24918296.00 251283.00 18721484.00 2547364.00 2425912.00 2496334.00 247
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 22722805.00 23025097.33 24215500.00 25619201.00 25842712.00 2516055.00 25538388.00 25516926.00 25538534.00 2537071.00 25235653.00 25529475.00 25410584.00 25420438.00 253
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
ZD-MVS1584.00 2091821.00 232378.00 2003721.00 2081231.00 2091833.00 190321.00 1921224.00 2022103.00 202692.00 198
test1172216.26 126257.16 12893.57 134310.10 147111.10 14531.10 11745.10 146192.73 125176.39 143512.31 14266.33 14578.35 124891.20 16689.18 14191.27 140
SR-MVS-dyc-post11.55 10011.55 10211.55 10711.55 11511.55 11711.55 11511.55 12211.55 11611.55 11511.55 11111.55 11611.55 11511.55 11311.55 11411.55 113
RE-MVS-def610.10 142610.10 168610.10 180610.10 147610.10 227610.10 151610.10 180610.10 148610.10 214610.10 151610.10 189610.10 187
SED-MVS4062.74 2154671.13 2172237.56 2232643.17 2392465.14 24113996.40 242493.26 2167619.38 2452107.24 2387416.93 237610.24 2163088.29 2396075.14 2381078.39 2311159.26 229
IU-MVS2725.60 2402598.35 243515.86 2207016.02 2392363.85 2395973.88 2341620.04 2401732.56 236
OPU-MVS2451.45 2292725.60 2402598.35 2439203.30 2266894.28 231887.23 2323023.43 2355973.88 2341620.04 2401732.56 236
test_241102_TWO515.86 2207016.02 2392363.85 2396894.28 231887.23 2323023.43 2355973.88 2341620.04 2401732.56 236
test_241102_ONE2725.60 2402598.35 243515.86 2207016.02 2392363.85 2396894.28 231887.23 2323023.43 235
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 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
miper_ehance_all_eth10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
miper_enhance_ethall10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
ZNCC-MVS9999.00 2219999.00 2249999.00 2379999.00 2529999.00 2549999.00 2309999.00 2579999.00 2479999.00 2519999.00 2459999.00 2539999.00 2499999.00 2489999.00 2509999.00 248
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 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
cl-mvsnet110000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
eth_miper_zixun_eth10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
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 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
uanet_test1000.00 1671000.00 1661000.00 1891000.00 1971000.00 2021000.00 1571000.00 2451000.00 1651000.00 1981000.00 1651000.00 2401000.00 1941000.00 1741000.00 2261000.00 223
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 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
UniMVSNet_ETH3D10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
EIA-MVS0.62 340.62 350.62 380.62 450.62 450.62 460.62 460.62 450.62 440.62 420.62 440.62 450.62 420.62 440.62 43
miper_lstm_enhance10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
ETV-MVS0.62 340.62 350.62 380.62 450.62 450.62 460.62 460.62 450.62 440.62 420.62 440.62 450.62 420.62 440.62 43
CS-MVS0.62 340.62 350.62 380.62 450.62 450.62 460.62 460.62 450.62 440.62 420.62 440.62 450.62 420.62 440.62 43
D2MVS10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
DVP-MVS3981.10 2134731.32 2181730.42 2132191.51 2311949.98 23416473.90 246355.33 1967172.90 2431622.98 2317879.79 239434.33 2022428.11 2245762.12 232689.04 196813.18 202
test_0728_THIRD5016.02 2211363.85 2144894.28 219387.23 1992023.43 2153973.88 218620.04 191732.56 196
test_0728_SECOND1451.45 2041725.60 2121598.35 2169203.30 226315.86 1922023.43 2153973.88 218620.04 191732.56 196
test07261725.60 2121598.35 2169203.30 226315.86 1925016.02 2211363.85 2144894.28 219387.23 199
SR-MVS610.10 140610.10 142610.10 171610.10 168610.10 180610.10 147610.10 227610.10 151610.10 180610.10 148610.10 214610.10 174610.10 151610.10 189610.10 187
DPM-MVS3268.00 2033762.89 2061783.33 2141756.00 2171806.00 23012319.00 238307.00 1906319.00 2321557.00 2255763.00 225302.00 1902609.00 2275061.00 229482.00 186935.00 214
GST-MVS4000.00 2144533.33 2162400.00 2242400.00 2352400.00 2407200.00 2112400.00 2537200.00 2442400.00 2437200.00 2352400.00 2502400.00 2237200.00 2412400.00 2462400.00 245
test_yl10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
thisisatest053010000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
Anonymous2024052910000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
Anonymous20240521110000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
DCV-MVSNet10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
tttt051710000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
our_test_310000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
thisisatest051510000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
ppachtmachnet_test10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
SMA-MVScopyleft10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
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
GSMVS10000000.00 259
DPE-MVS10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
test_part210000000.00 26310000000.00 26510000000.00 262
test_part110000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
thres100view90010000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
tfpnnormal10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
tfpn200view910000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
cl_fuxian10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
CHOSEN 280x4202340.81 1902643.03 1931434.14 2002025.55 2281629.36 2196542.40 206412.49 2044219.70 2121547.02 2224328.52 212650.74 2191798.26 2093333.17 211727.72 201874.79 208
CANet110.62 110124.04 11270.34 11882.03 12674.27 130325.54 13125.25 127207.16 12669.28 128194.38 12227.53 12495.79 132147.76 12537.43 12140.97 131
Fast-Effi-MVS+-dtu0.44 310.44 320.44 360.44 430.44 430.44 430.44 440.44 430.44 420.44 400.44 420.44 430.44 410.44 410.44 41
Effi-MVS+-dtu0.59 330.61 340.53 370.68 480.53 440.53 440.68 490.68 480.53 430.53 410.68 470.53 440.68 460.53 420.53 42
CANet_DTU110.62 110124.04 11270.34 11882.03 12674.27 130325.54 13125.25 127207.16 12669.28 128194.38 12227.53 12495.79 132147.76 12537.43 12140.97 131
MVS_0304110.62 110124.04 11270.34 11882.03 12674.27 130325.54 13125.25 127207.16 12669.28 128194.38 12227.53 12495.79 132147.76 12537.43 12140.97 131
MP-MVS-pluss833433.63 2311111219.60 23775.70 12274.28 12473.29 128284.50 12611.35 120238.58 13265.86 126255.35 13914.55 119115.69 14210000000.00 26131.94 11938.12 125
MP-MVS-pluss: MP-MVS-pluss. MP-MVS-pluss
MSP-MVS4296.20 2164911.12 2202451.45 2292725.60 2402598.35 24316203.30 245515.86 2207016.02 2392363.85 2396894.28 231887.23 2323023.43 2355973.88 2341620.04 2401732.56 236
sam_mvs110000000.00 26310000000.00 259
sam_mvs10000000.00 263
IterMVS-SCA-FT10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
TSAR-MVS + MP.3528.01 2064065.89 2131914.35 2172349.10 2332141.30 23812362.70 240417.60 2086717.80 2381759.40 2346497.50 228518.18 2082629.38 2305164.32 231806.40 212972.38 219
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 9010.28 9210.28 9710.28 10410.28 10710.28 10510.28 11010.28 10610.28 10510.28 10110.28 10510.28 10510.28 10310.28 10410.28 103
OPM-MVS3268.00 2033762.89 2061783.33 2141756.00 2171806.00 23012319.00 238307.00 1906319.00 2321557.00 2255763.00 225302.00 1902609.00 2275061.00 229482.00 186935.00 214
ACMMP_NAP118.81 114133.18 11675.70 12274.28 12473.29 128284.50 12611.35 120238.58 13265.86 126255.35 13914.55 119115.69 142222.18 14131.94 11938.12 125
ambc999.00 186999.00 194999.00 199999.00 154999.00 242999.00 195999.00 162999.00 237999.00 191999.00 171999.00 223999.00 220
zzz-MVS833442.10 2321111233.77 23867.09 11665.59 12264.81 126284.50 12610000000.00 266219.97 13059.62 124229.89 13312.72 117103.00 139203.67 13927.93 11733.46 116
MTGPAbinary10000000.00 266
mvs-test10.68 370.68 380.68 420.68 480.68 490.68 490.68 490.68 480.68 480.68 460.68 470.68 490.68 460.68 470.68 47
Effi-MVS+0.58 320.56 330.62 380.53 440.62 450.53 440.53 450.53 440.62 440.62 420.53 430.62 450.62 420.53 420.62 43
xiu_mvs_v2_base10.28 9010.28 9210.28 9710.28 10410.28 10710.28 10510.28 11010.28 10610.28 10510.28 10110.28 10510.28 10510.28 10310.28 10410.28 103
xiu_mvs_v1_base10.28 9010.28 9210.28 9710.28 10410.28 10710.28 10510.28 11010.28 10610.28 10510.28 10110.28 10510.28 10510.28 10310.28 10410.28 103
new-patchmatchnet766.12 147859.03 152487.38 162595.68 163536.14 1662346.27 177142.51 1751488.08 179422.43 1581361.32 178163.65 163628.60 1761003.74 178207.61 160297.41 168
pmmvs610000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
pmmvs510000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
test_post110000000.00 25810000000.00 26010000000.00 26310000000.00 26210000000.00 261
test_post10000000.00 26010000000.00 26310000000.00 262
Fast-Effi-MVS+0.41 300.40 190.41 350.41 420.41 420.41 420.35 310.41 420.41 410.41 390.41 410.41 420.41 400.41 400.41 40
patchmatchnet-post10000000.00 26010000000.00 26310000000.00 262
Anonymous2023121110000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
pmmvs-eth3d10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
GG-mvs-BLEND596.01 169611.29 170600.33 177790.30 150513.12 218552.71 173567.40 143662.54 224531.67 159503.93 145779.80 205656.02 190
xiu_mvs_v1_base_debi10.28 9010.28 9210.28 9710.28 10410.28 10710.28 10510.28 11010.28 10610.28 10510.28 10110.28 10510.28 10510.28 10310.28 10410.28 103
Anonymous2023120610000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
MTAPA833442.10 2321111233.77 23867.09 11665.59 12264.81 126284.50 12610000000.00 266219.97 13059.62 124229.89 13312.72 117103.00 139203.67 13927.93 11733.46 116
MTMP10000000.00 25810000000.00 266
gm-plane-assit611.29 170600.33 177579.21 147567.40 143531.67 159503.93 145
test9_res0.00 10.00 10.00 1
MVP-Stereo473.58 133533.67 135293.33 140376.00 151318.00 1501461.00 16696.00 153835.00 157290.00 150804.00 15597.00 150383.00 152688.00 160156.00 145179.00 149
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 139605.37 141562.67 166617.29 174500.33 164772.30 149413.12 207579.21 147552.71 173567.40 143662.54 224531.67 159503.93 145779.80 205656.02 190
SCA10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
Patchmatch-test10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
test_80.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
MS-PatchMatch473.58 133533.67 135293.33 140376.00 151318.00 1501461.00 16696.00 153835.00 157290.00 150804.00 15597.00 150383.00 152688.00 160156.00 145179.00 149
Patchmatch-RL test10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
cdsmvs_eth3d_5k10.28 9010.28 9210.28 9710.28 10410.28 10710.28 10510.28 11010.28 10610.28 10510.28 10110.28 10510.28 10510.28 10310.28 10410.28 103
pcd_1.5k_mvsjas10.28 9010.28 9210.28 9710.28 10410.28 10710.28 10510.28 11010.28 10610.28 10510.28 10110.28 10510.28 10510.28 10310.28 10410.28 103
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 128412.78 130246.00 138231.00 144197.00 1471293.00 165376.00 199756.00 155609.00 17971.00 117106.00 154195.00 144102.00 123171.00 152346.00 175
canonicalmvs10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
anonymousdsp10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
alignmvs2.00 712.00 722.00 772.00 842.00 852.00 832.00 882.00 842.00 832.00 812.00 832.00 842.00 822.00 822.00 82
nrg0302.00 712.00 722.00 772.00 842.00 852.00 832.00 882.00 842.00 832.00 812.00 832.00 842.00 822.00 822.00 82
v1441920.40 180.40 190.40 230.40 300.40 300.40 300.40 320.40 300.40 290.40 270.40 290.40 300.40 280.40 280.40 28
FIs10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
v19219200.40 180.40 190.40 230.40 300.40 300.40 300.40 320.40 300.40 290.40 270.40 290.40 300.40 280.40 280.40 28
UA-Net10000.00 22210000.00 22510000.00 23810000.00 25310000.00 25510000.00 23110000.00 25810000.00 24810000.00 25210000.00 24610000.00 25410000.00 25010000.00 24910000.00 25110000.00 249
v11920.40 180.40 190.40 230.40 300.40 300.40 300.40 320.40 300.40 290.40 270.40 290.40 300.40 280.40 280.40 28
FC-MVSNet-test10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
v11440.40 180.40 190.40 230.40 300.40 300.40 300.40 320.40 300.40 290.40 270.40 290.40 300.40 280.40 280.40 28
sosnet-low-res10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
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
v1480.40 180.40 190.40 230.40 300.40 300.40 300.40 320.40 300.40 290.40 270.40 290.40 300.40 280.40 280.40 28
sosnet1000.00 1671000.00 1661000.00 1891000.00 1971000.00 2021000.00 1571000.00 2451000.00 1651000.00 1981000.00 1651000.00 2401000.00 1941000.00 1741000.00 2261000.00 223
uncertanet10000.00 22210000.00 22510000.00 23810000.00 25310000.00 25510000.00 23110000.00 25810000.00 24810000.00 25210000.00 24610000.00 25410000.00 25010000.00 24910000.00 25110000.00 249
AllTest10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
TestCases10000000.00 24910000000.00 26310000000.00 26510000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
v7n0.40 180.40 190.40 230.40 300.40 300.40 300.40 320.40 300.40 290.40 270.40 290.40 300.40 280.40 280.40 28
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
testing_210000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
RRT_MVS10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
PS-MVSNAJss10.28 9010.28 9210.28 9710.28 10410.28 10710.28 10510.28 11010.28 10610.28 10510.28 10110.28 10510.28 10510.28 10310.28 10410.28 103
PS-MVSNAJ10.28 9010.28 9210.28 9710.28 10410.28 10710.28 10510.28 11010.28 10610.28 10510.28 10110.28 10510.28 10510.28 10310.28 10410.28 103
jajsoiax10.28 9010.28 9210.28 9710.28 10410.28 10710.28 10510.28 11010.28 10610.28 10510.28 10110.28 10510.28 10510.28 10310.28 10410.28 103
mvs_tets10.28 9010.28 9210.28 9710.28 10410.28 10710.28 10510.28 11010.28 10610.28 10510.28 10110.28 10510.28 10510.28 10310.28 10410.28 103
#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-set1.42 441.42 451.42 501.42 571.42 581.42 561.42 591.42 571.42 561.42 541.42 561.42 571.42 551.42 551.42 55
EI-MVSNet-Vis-set1.42 441.42 451.42 501.42 571.42 581.42 561.42 591.42 571.42 561.42 541.42 561.42 571.42 551.42 551.42 55
Regformer-31.42 441.42 451.42 501.42 571.42 581.42 561.42 591.42 571.42 561.42 541.42 561.42 571.42 551.42 551.42 55
Regformer-41.42 441.42 451.42 501.42 571.42 581.42 561.42 591.42 571.42 561.42 541.42 561.42 571.42 551.42 551.42 55
Regformer-11.42 441.42 451.42 501.42 571.42 581.42 561.42 591.42 571.42 561.42 541.42 561.42 571.42 551.42 551.42 55
Regformer-21.42 441.42 451.42 501.42 571.42 581.42 561.42 591.42 571.42 561.42 541.42 561.42 571.42 551.42 551.42 55
HPM-MVS++copyleft10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
test_prior40.00 10.00 1
XVS10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
v12400.40 180.40 190.40 230.40 300.40 300.40 300.40 320.40 300.40 290.40 270.40 290.40 300.40 280.40 280.40 28
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 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
test_prior20.00 10.00 10.00 10.00 10.00 10.00 10.00 1
X-MVStestdata10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
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
v80.40 180.40 190.40 230.40 300.40 300.40 300.40 320.40 300.40 290.40 270.40 290.40 300.40 280.40 280.40 28
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
LFMVS2.00 712.00 722.00 772.00 842.00 852.00 832.00 882.00 842.00 832.00 812.00 832.00 842.00 822.00 822.00 82
VDD-MVS2.00 712.00 722.00 772.00 842.00 852.00 832.00 882.00 842.00 832.00 812.00 832.00 842.00 822.00 822.00 82
VDDNet2.00 712.00 722.00 772.00 842.00 852.00 832.00 882.00 842.00 832.00 812.00 832.00 842.00 822.00 822.00 82
v100.40 180.40 190.40 230.40 300.40 300.40 300.40 320.40 300.40 290.40 270.40 290.40 300.40 280.40 280.40 28
VPNet2.00 712.00 722.00 772.00 842.00 852.00 832.00 882.00 842.00 832.00 812.00 832.00 842.00 822.00 822.00 82
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
v2v4820.40 180.40 190.40 230.40 300.40 300.40 300.40 320.40 300.40 290.40 270.40 290.40 300.40 280.40 280.40 28
V420.40 180.40 190.40 230.40 300.40 300.40 300.40 320.40 300.40 290.40 270.40 290.40 300.40 280.40 280.40 28
SD-MVS2654.53 1963055.56 2011451.45 2041725.60 2121598.35 2169203.30 226315.86 1925016.02 2211363.85 2144894.28 219387.23 1992023.43 2153973.88 218620.04 191732.56 196
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-MVS0.40 180.40 190.40 230.40 300.40 300.40 300.40 320.40 300.40 290.40 270.40 290.40 300.40 280.40 280.40 28
MSLP-MVS++1242.93 1761411.08 179738.48 182712.71 185712.68 1864168.17 197136.50 1732276.40 198613.28 1822368.60 198161.61 1621130.38 2011964.54 200297.88 177372.39 178
APDe-MVS10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
APD-MVS_3200maxsize10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
ADS-MVSNet2443.33 131482.84 132324.79 146434.94 158387.73 1561110.57 16187.69 150887.02 159282.92 147779.29 15298.57 152422.76 155502.40 143162.19 150163.87 145
EI-MVSNet1.42 441.42 451.42 501.42 571.42 581.42 561.42 591.42 571.42 561.42 541.42 561.42 571.42 551.42 551.42 55
Regformer1.42 441.42 451.42 501.42 571.42 581.42 561.42 591.42 571.42 561.42 541.42 561.42 571.42 551.42 551.42 55
CVMVSNet1.42 441.42 451.42 501.42 571.42 581.42 561.42 591.42 571.42 561.42 541.42 561.42 571.42 551.42 551.42 55
pmmvs410000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
EU-MVSNet1.42 441.42 451.42 501.42 571.42 581.42 561.42 591.42 571.42 561.42 541.42 561.42 571.42 551.42 551.42 55
VNet2.00 712.00 722.00 772.00 842.00 852.00 832.00 882.00 842.00 832.00 812.00 832.00 842.00 822.00 822.00 82
test-LLR10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
TESTMET0.1,110000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
test-mter10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
VPA-MVSNet2.00 712.00 722.00 772.00 842.00 852.00 832.00 882.00 842.00 832.00 812.00 832.00 842.00 822.00 822.00 82
ACMMPR1296.60 1781480.82 181743.96 183899.25 191763.47 1904305.47 198143.90 1762530.94 201683.99 1842346.34 197201.65 1781098.25 1991920.59 199295.21 176370.16 177
testgi10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
test20.0310000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
thres600view710000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
ADS-MVSNet443.33 131482.84 132324.79 146434.94 158387.73 1561110.57 16187.69 150887.02 159282.92 147779.29 15298.57 152422.76 155502.40 143162.19 150163.87 145
MP-MVScopyleft10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
Rongxuan Tan, Qing Wang, et al.: MP-MVS: Multi-Scale Windows PatchMatch and Planar Prior Multi-View Stereo.
testmvs10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
thres40010000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
test12310000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
thres20010000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
test0.0.03 110000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
pmmvs310000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
EMVS10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
E-PMN10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
PGM-MVS10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
LCM-MVSNet-Re0.89 400.89 410.89 450.89 520.89 520.89 520.89 530.89 520.89 510.89 490.89 510.89 520.89 500.89 500.89 50
LCM-MVSNet0.37 170.36 180.37 220.37 290.37 290.37 290.32 300.37 290.37 280.37 260.37 280.37 290.37 270.37 270.37 27
MCST-MVS10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
mvs_anonymous774.90 149882.28 155452.77 152636.50 175537.20 1672348.80 178120.30 1631504.30 180474.40 1621371.10 179186.90 166564.70 1651078.90 181219.30 162256.40 156
MVS_Test10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
MDA-MVSNet-bldmvs1.20 411.20 421.20 471.20 541.20 551.20 531.20 561.20 541.20 531.20 511.20 531.20 541.20 521.20 521.20 52
CDPH-MVS6.66 896.66 906.66 956.66 1026.66 1036.66 1026.66 1076.66 1036.66 1016.66 996.66 1026.66 1026.66 1006.66 1026.66 101
test120.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
casdiffmvs774.90 149882.28 155452.77 152636.50 175537.20 1672348.80 178120.30 1631504.30 180474.40 1621371.10 179186.90 166564.70 1651078.90 181219.30 162256.40 156
diffmvs774.90 149882.28 155452.77 152636.50 175537.20 1672348.80 178120.30 1631504.30 180474.40 1621371.10 179186.90 166564.70 1651078.90 181219.30 162256.40 156
baseline2774.90 149882.28 155452.77 152636.50 175537.20 1672348.80 178120.30 1631504.30 180474.40 1621371.10 179186.90 166564.70 1651078.90 181219.30 162256.40 156
baseline1774.90 149882.28 155452.77 152636.50 175537.20 1672348.80 178120.30 1631504.30 180474.40 1621371.10 179186.90 166564.70 1651078.90 181219.30 162256.40 156
YYNet11.20 411.20 421.20 471.20 541.20 551.20 531.20 561.20 541.20 531.20 511.20 531.20 541.20 521.20 521.20 52
PMMVS210000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
MDA-MVSNet_test_wron1.20 411.20 421.20 471.20 541.20 551.20 531.20 561.20 541.20 531.20 511.20 531.20 541.20 521.20 521.20 52
tpmvs501.65 136567.42 138304.33 143395.39 153356.32 1531512.04 169216.53 187994.15 162350.16 155804.16 157119.38 156380.98 149555.14 150159.87 148175.69 148
PM-MVS10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
HQP_MVS10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
plane_prior710000000.00 26310000000.00 265
plane_prior610000000.00 26310000000.00 26510000000.00 263
plane_prior510000000.00 26610000000.00 26210000000.00 26110000000.00 26110000000.00 259
plane_prior410000000.00 260
plane_prior310000000.00 26510000000.00 26210000000.00 262
plane_prior210000000.00 25810000000.00 262
plane_prior110000000.00 263
plane_prior1.00 532.00 832.00 842.00 82
PS-CasMVS1.42 441.42 451.42 501.42 571.42 581.42 561.42 591.42 571.42 561.42 541.42 561.42 571.42 551.42 551.42 55
UniMVSNet_NR-MVSNet1.42 441.42 451.42 501.42 571.42 581.42 561.42 591.42 571.42 561.42 541.42 561.42 571.42 551.42 551.42 55
PEN-MVS1.42 441.42 451.42 501.42 571.42 581.42 561.42 591.42 571.42 561.42 541.42 561.42 571.42 551.42 551.42 55
TransMVSNet (Re)1.42 441.42 451.42 501.42 571.42 581.42 561.42 591.42 571.42 561.42 541.42 561.42 571.42 551.42 551.42 55
DTE-MVSNet1.42 441.42 451.42 501.42 571.42 581.42 561.42 591.42 571.42 561.42 541.42 561.42 571.42 551.42 551.42 55
DU-MVS1.42 441.42 451.42 501.42 571.42 581.42 561.42 591.42 571.42 561.42 541.42 561.42 571.42 551.42 551.42 55
UniMVSNet (Re)1.42 441.42 451.42 501.42 571.42 581.42 561.42 591.42 571.42 561.42 541.42 561.42 571.42 551.42 551.42 55
CP-MVSNet1.42 441.42 451.42 501.42 571.42 581.42 561.42 591.42 571.42 561.42 541.42 561.42 571.42 551.42 551.42 55
WR-MVS_H1.42 441.42 451.42 501.42 571.42 581.42 561.42 591.42 571.42 561.42 541.42 561.42 571.42 551.42 551.42 55
WR-MVS1.42 441.42 451.42 501.42 571.42 581.42 561.42 591.42 571.42 561.42 541.42 561.42 571.42 551.42 551.42 55
NR-MVSNet1.42 441.42 451.42 501.42 571.42 581.42 561.42 591.42 571.42 561.42 541.42 561.42 571.42 551.42 551.42 55
Baseline_NR-MVSNet1.42 441.42 451.42 501.42 571.42 581.42 561.42 591.42 571.42 561.42 541.42 561.42 571.42 551.42 551.42 55
TranMVSNet+NR-MVSNet1.42 441.42 451.42 501.42 571.42 581.42 561.42 591.42 571.42 561.42 541.42 561.42 571.42 551.42 551.42 55
TSAR-MVS + GP.1386.84 1791622.84 183678.81 179952.13 193840.17 1945358.21 203170.75 1822650.47 202713.54 1882394.28 199209.42 182855.56 1841854.36 198302.42 178340.71 174
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
n214.20 123
nn1.42 59
mPP-MVS10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
door-mid1.42 59
XVG-OURS-SEG-HR999999.00 234999999.00 234999999.00 246999999.00 260999999.00 262999999.00 255999999.00 263999999.00 259999999.00 259999999.00 257999999.00 260999999.00 259999999.00 258999999.00 258999999.00 256
DWT-MVSNet_test10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
MVSFormer1.42 441.42 451.42 501.42 571.42 581.42 561.42 591.42 571.42 561.42 541.42 561.42 571.42 551.42 551.42 55
jason1.42 441.42 451.42 501.42 571.42 581.42 561.42 591.42 571.42 561.42 541.42 561.42 571.42 551.42 551.42 55
jason: jason.
lupinMVS1.42 441.42 451.42 501.42 571.42 581.42 561.42 591.42 571.42 561.42 541.42 561.42 571.42 551.42 551.42 55
test_djsdf1.42 441.42 451.42 501.42 571.42 581.42 561.42 591.42 571.42 561.42 541.42 561.42 571.42 551.42 551.42 55
HPM-MVS_fast10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
RRT_test8_iter0510000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
K. test v3877.74 160980.16 163570.46 1681316.85 206813.15 1922565.52 188103.78 1591509.49 186548.33 1721258.90 175219.93 184587.82 1731102.37 187196.30 157310.42 170
lessismore_v0569.20 167667.25 183644.68 18396.45 155428.86 1601514.17 186204.21 180756.58 1801061.60 180197.79 158306.34 169
SixPastTwentyTwo773.62 148869.37 154486.35 161603.45 165547.15 1742532.14 187106.92 1601434.95 178428.08 1591360.56 177165.15 164628.96 177984.09 170209.01 161282.94 165
OurMVSNet-221017-0999.00 165999.00 164999.00 186999.00 194999.00 199999.00 154999.00 242999.00 163999.00 195999.00 162999.00 237999.00 191999.00 171999.00 223999.00 220
HPM-MVScopyleft10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
Chunlin Ren, Qingshan Xu, Shikun Zhang, Jiaqi Yang: Hierarchical Prior Mining for Non-local Multi-View Stereo. ICCV 2023
XVG-OURS999999.00 234999999.00 234999999.00 246999999.00 260999999.00 262999999.00 255999999.00 263999999.00 259999999.00 259999999.00 257999999.00 260999999.00 259999999.00 258999999.00 258999999.00 256
XVG-ACMP-BASELINE999999.00 234999999.00 234999999.00 246999999.00 260999999.00 262999999.00 255999999.00 263999999.00 259999999.00 259999999.00 257999999.00 260999999.00 259999999.00 258999999.00 258999999.00 256
LPG-MVS_test10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
LGP-MVS_train10000000.00 24910000000.00 26310000000.00 26510000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
baseline774.90 149882.28 155452.77 152636.50 175537.20 1672348.80 178120.30 1631504.30 180474.40 1621371.10 179186.90 166564.70 1651078.90 181219.30 162256.40 156
test111.00 54
door99.00 157
EPNet_dtu10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
Wanjuan Su, Wenbing Tao: Efficient Edge-Preserving Multi-View Stereo Network for Depth Estimation. AAAI 2023
CHOSEN 1792x26882340.81 1902643.03 1931434.14 2002025.55 2281629.36 2196542.40 206412.49 2044219.70 2121547.02 2224328.52 212650.74 2191798.26 2093333.17 211727.72 201874.79 208
EPNet10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
Wanjuan Su, Wenbing Tao: Efficient Edge-Preserving Multi-View Stereo Network for Depth Estimation. AAAI 2023
HQP5-MVS10000000.00 265
HQP-NCC10000000.00 26310000000.00 25810000000.00 26210000000.00 262
ACMP_Plane10000000.00 26310000000.00 25810000000.00 26210000000.00 262
APD-MVScopyleft1000000000.00 3341000000000.00 3371000000000.00 3481000000000.00 3691000000000.00 3701000000000.00 3601000000000.00 3711000000000.00 3651000000000.00 3661000000000.00 3641000000000.00 3691000000000.00 3661000000000.00 3641000000000.00 3641000000000.00 362
Yuesong Wang, Zhaojie Zeng and etc.: Adaptive Patch Deformation for Textureless-Resilient Multi-View Stereo. CVPR2023
BP-MVS10000000.00 261
HQP4-MVS10000000.00 26210000000.00 26210000000.00 259
HQP3-MVS10000000.00 26610000000.00 261
HQP2-MVS10000000.00 263
CNVR-MVS10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
NCCC10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
114514_t99999.00 22999999.00 23299999.00 24499999.00 25899999.00 26099999.00 25399999.00 26199999.00 25799999.00 25799999.00 25599999.00 25899999.00 25799999.00 25699999.00 25699999.00 254
CP-MVS10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
DSMNet-mixed131.33 122143.00 12496.33 13599.00 13281.00 134201.00 12345.00 145335.00 14499.00 142251.00 13838.00 138110.00 141120.00 12499.00 14298.00 141
tpm23617.85 2074007.23 2092449.73 2252012.71 2241698.05 2247351.19 212869.29 2376132.06 2271588.28 2278007.42 2401281.09 2463888.11 2437472.04 2431351.00 2341763.02 240
NP-MVS10000000.00 26310000000.00 26510000000.00 260
EG-PatchMatch MVS437.03 130493.12 134268.77 139264.80 145260.20 1491491.80 16898.00 156723.20 154238.80 145722.40 15163.10 143382.00 150629.00 153207.00 159164.10 147
tpm cat13617.85 2074007.23 2092449.73 2252012.71 2241698.05 2247351.19 212869.29 2376132.06 2271588.28 2278007.42 2401281.09 2463888.11 2437472.04 2431351.00 2341763.02 240
SteuartSystems-ACMMP2891.50 2003284.78 2031711.67 2121954.00 2221655.00 22210117.00 235445.00 2095102.00 2241375.00 2185126.00 223351.00 1962638.00 2314402.00 225691.00 197842.00 205
Skip Steuart: Steuart Systems R&D Blog.
CostFormer3617.85 2074007.23 2092449.73 2252012.71 2241698.05 2247351.19 212869.29 2376132.06 2271588.28 2278007.42 2401281.09 2463888.11 2437472.04 2431351.00 2341763.02 240
CR-MVSNet612.36 141617.81 144596.01 169611.29 170600.33 177790.30 150513.12 218579.21 147552.71 173567.40 143662.54 224531.67 159503.93 145779.80 205656.02 190
JIA-IIPM804.30 156835.64 150710.26 180885.90 189895.90 197455.98 145668.73 2311297.17 1741002.26 2021001.67 169655.98 222756.98 181667.90 157885.21 217477.90 184
Patchmtry1090.75 1721198.88 174766.38 1841290.90 204485.90 1622423.98 1841267.30 2491297.17 174923.90 192923.40 1601215.54 245990.23 189667.90 157779.80 205823.02 203
PatchT856.34 159860.99 153842.38 1851290.90 204880.90 195790.30 1501267.30 249579.21 147923.90 192567.40 143662.54 224990.23 189887.56 165779.80 205656.02 190
tpmrst2557.50 1942847.12 1971688.66 2111784.08 2201778.25 2297445.50 216342.14 1954471.54 2161534.55 2214382.10 215530.10 2102361.21 2224142.81 221991.22 221926.51 213
BH-w/o40.00 10240.00 10440.00 11040.00 11740.00 11940.00 11840.00 14140.00 11840.00 11840.00 11340.00 13940.00 11840.00 11640.00 13240.00 127
tpm3617.85 2074007.23 2092449.73 2252012.71 2241698.05 2247351.19 212869.29 2376132.06 2271588.28 2278007.42 2401281.09 2463888.11 2437472.04 2431351.00 2341763.02 240
DELS-MVS514.57 137587.73 140295.12 142343.03 148328.09 1521540.48 170116.22 162988.59 161325.44 153906.22 159119.86 157365.72 148788.60 162161.09 149191.55 152
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 10240.00 10440.00 11040.00 11740.00 11940.00 11840.00 14140.00 11840.00 11840.00 11340.00 13940.00 11840.00 11640.00 13240.00 127
RPMNet787.26 155829.13 149661.63 175885.90 189895.90 197455.98 145610.10 2271297.17 1741002.26 2021001.67 169655.98 222611.10 175667.90 157885.21 217477.90 184
MVSTER890.06 1611005.91 170542.52 164736.13 186653.90 1842616.56 189145.22 1771692.10 190555.69 1761554.72 187266.25 185660.02 1791219.66 189266.84 173313.64 171
CPTT-MVS10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
GBi-Net44.67 10649.24 10830.96 10947.53 12147.57 123126.09 1228.00 10876.99 12226.09 11773.50 11811.27 11530.55 11761.12 12012.58 11514.75 114
PVSNet_Blended_VisFu136.90 123155.40 12581.40 131111.00 14096.20 135407.00 14225.90 131251.60 13485.10 139240.50 13537.00 13599.90 136199.80 13640.70 13648.10 135
PVSNet_BlendedMVS136.90 123155.40 12581.40 131111.00 14096.20 135407.00 14225.90 131251.60 13485.10 139240.50 13537.00 13599.90 136199.80 13640.70 13648.10 135
UnsupCasMVSNet_eth5.90 805.90 815.90 865.90 935.90 945.90 935.90 985.90 945.90 925.90 905.90 935.90 935.90 915.90 935.90 92
UnsupCasMVSNet_bld5.90 805.90 815.90 865.90 935.90 945.90 935.90 985.90 945.90 925.90 905.90 935.90 935.90 915.90 935.90 92
PVSNet_Blended136.90 123155.40 12581.40 131111.00 14096.20 135407.00 14225.90 131251.60 13485.10 139240.50 13537.00 13599.90 136199.80 13640.70 13648.10 135
FMVSNet5124.76 115140.93 11776.26 124107.44 133100.17 138329.88 13527.12 134259.44 13774.30 132204.34 12630.74 12892.41 125196.98 12938.15 12536.19 118
test1124.76 115140.93 11776.26 124107.44 133100.17 138329.88 13527.12 134259.44 13774.30 132204.34 12630.74 12892.41 125196.98 12938.15 12536.19 118
new_pmnet88.14 10898.62 10956.70 11498.14 13056.07 124246.79 12415.37 125148.06 12350.77 122143.13 11923.35 12262.65 12293.26 12168.71 13951.38 138
FMVSNet3124.76 115140.93 11776.26 124107.44 133100.17 138329.88 13527.12 134259.44 13774.30 132204.34 12630.74 12892.41 125196.98 12938.15 12536.19 118
dp87.20 107113.80 1117.42 9610.50 1148.88 104298.82 1302.70 97510.35 1467.79 102172.93 1213.37 929.16 10314.00 1143.71 924.23 91
FMVSNet2124.76 115140.93 11776.26 124107.44 133100.17 138329.88 13527.12 134259.44 13774.30 132204.34 12630.74 12892.41 125196.98 12938.15 12536.19 118
FMVSNet1124.76 115140.93 11776.26 124107.44 133100.17 138329.88 13527.12 134259.44 13774.30 132204.34 12630.74 12892.41 125196.98 12938.15 12536.19 118
N_pmnet88.14 10898.62 10956.70 11498.14 13056.07 124246.79 12415.37 125148.06 12350.77 122143.13 11923.35 12262.65 12293.26 12168.71 13951.38 138
cascas2.00 712.00 722.00 772.00 842.00 852.00 832.00 882.00 842.00 832.00 812.00 832.00 842.00 822.00 822.00 82
BH-RMVSNet40.00 10240.00 10440.00 11040.00 11740.00 11940.00 11840.00 14140.00 11840.00 11840.00 11340.00 13940.00 11840.00 11640.00 13240.00 127
UGNet110.62 110124.04 11270.34 11882.03 12674.27 130325.54 13125.25 127207.16 12669.28 128194.38 12227.53 12495.79 132147.76 12537.43 12140.97 131
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-MVS5.90 805.90 815.90 865.90 935.90 945.90 935.90 985.90 945.90 925.90 905.90 935.90 935.90 915.90 935.90 92
XXY-MVS15.00 10115.00 10315.00 10815.00 11615.00 11815.00 11615.00 12415.00 11715.00 11615.00 11215.00 12115.00 11615.00 11515.00 11615.00 115
sss5.90 805.90 815.90 865.90 935.90 945.90 935.90 985.90 945.90 925.90 905.90 935.90 935.90 915.90 935.90 92
Test_1112_low_res5.90 805.90 815.90 865.90 935.90 945.90 935.90 985.90 945.90 925.90 905.90 935.90 935.90 915.90 935.90 92
1112_ss5.90 805.90 815.90 865.90 935.90 945.90 935.90 985.90 945.90 925.90 905.90 935.90 935.90 915.90 935.90 92
ab-mvs-re5.90 805.90 815.90 865.90 935.90 945.90 935.90 985.90 945.90 925.90 905.90 935.90 935.90 915.90 935.90 92
ab-mvs5.90 805.90 815.90 865.90 935.90 945.90 935.90 985.90 945.90 925.90 905.90 935.90 935.90 915.90 935.90 92
TR-MVS40.00 10240.00 10440.00 11040.00 11740.00 11940.00 11840.00 14140.00 11840.00 11840.00 11340.00 13940.00 11840.00 11640.00 13240.00 127
MDTV_nov1_ep13_2view9.99 1059.99 1039.99 1049.99 1039.99 1039.99 1019.99 102
MDTV_nov1_ep139.99 919.99 1039.99 1059.99 1039.99 1099.99 1049.99 1039.99 1009.99 1039.99 1049.99 1019.99 103
MIMVSNet1124.76 115140.93 11776.26 124107.44 133100.17 138329.88 13527.12 134259.44 13774.30 132204.34 12630.74 12892.41 125196.98 12938.15 12536.19 118
MIMVSNet124.76 115140.93 11776.26 124107.44 133100.17 138329.88 13527.12 134259.44 13774.30 132204.34 12630.74 12892.41 125196.98 12938.15 12536.19 118
IterMVS-LS758.94 146856.56 151466.10 159606.60 166546.80 1732309.90 176122.20 1691402.80 177463.50 1611348.20 176192.60 174574.60 1721028.60 179234.60 170276.90 164
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Marc Pollefeys: IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo.
CDS-MVSNet0.88 380.88 390.88 430.88 500.88 500.88 500.88 510.88 500.88 490.88 470.88 490.88 500.88 480.88 480.88 48
Khang Truong Giang, Soohwan Song, Sungho Jo: Curvature-guided dynamic scale networks for Multi-view Stereo. ICLR 2022
ACMMP++_ref10000000.00 261
IterMVS615.05 142691.66 145385.23 150516.40 161454.80 1611863.80 172102.10 1581142.20 171364.10 1561093.20 173135.00 158480.40 158826.90 163181.20 153220.50 154
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Marc Pollefeys: IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo.
DP-MVS Recon516.25 138581.17 139321.48 145361.02 149429.00 1601995.36 17478.48 148796.20 156283.32 149796.02 15496.78 149382.98 151636.72 155186.66 156152.46 143
MVS_111021_LR1136.45 1741298.72 177649.64 173756.17 187726.26 1883785.94 193138.15 1742190.64 197629.63 1832064.39 194165.45 165874.83 1851678.43 196279.70 175347.82 176
DP-MVS264.78 127296.02 129171.04 136191.70 143183.96 146827.10 15378.36 147438.24 145176.64 144435.12 14165.04 144230.52 146334.02 142117.96 14398.64 142
ACMMP++10000000.00 261
HQP-MVS10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
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 1993170.00 2021999.67 2201673.00 2102042.00 2378593.00 223474.00 2136452.00 2341268.00 2125125.00 222339.00 1943004.00 2344222.00 224384.00 183953.00 216
Jingyang Zhang, Yao Yao, Shiwei Li, Zixin Luo, Tian Fang: Visibility-aware Multiview Stereo Network. BMVC 2020
MVS-HIRNet2125.39 1862452.68 1891143.53 1952938.33 2441446.92 2116083.19 204391.74 2013801.71 2091202.10 2083439.72 204492.73 2061304.35 2033048.25 209676.32 194679.32 195
IS-MVSNet10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
HyFIR lowres test2340.81 1902643.03 1931434.14 2002025.55 2281629.36 2196542.40 206412.49 2044219.70 2121547.02 2224328.52 212650.74 2191798.26 2093333.17 211727.72 201874.79 208
EPMVS999.00 165999.00 164999.00 186999.00 194999.00 199999.00 154999.00 242999.00 163999.00 195999.00 162999.00 237999.00 191999.00 171999.00 223999.00 220
PAPM_NR10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
TAMVS0.88 380.88 390.88 430.88 500.88 500.88 500.88 510.88 500.88 490.88 470.88 490.88 500.88 480.88 480.88 48
PAPR10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
RPSCF394.81 129445.63 131242.35 137276.55 146253.63 1481207.27 16390.69 152715.56 153241.57 146684.87 150111.96 155320.02 147548.38 149133.81 144153.39 144
Vis-MVSNet (Re-imp)10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
test_04021110.00 1731260.00 176660.00 174900.00 192780.00 1913300.00 191210.00 1862040.00 195690.00 1851950.00 192300.00 189810.00 1821620.00 194330.00 181390.00 181
MVS_111021_HR3742.80 2114330.34 2141980.20 2192484.31 2362259.52 23914973.80 244515.90 2246500.13 2351949.21 2376146.89 227535.66 2112593.66 2264880.76 228986.37 2201087.43 228
CSCG826.03 157963.29 162414.24 151421.52 156426.11 1592230.35 175179.52 1831827.44 191733.43 190933.12 161281.25 186545.23 1631800.35 197262.64 172271.38 163
PatchMatch-RL10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
API-MVS4380.83 2174906.56 2192803.67 2323844.00 2463116.00 24813454.00 241901.00 2416511.00 2362794.00 2457365.00 236754.00 2283634.00 2416622.00 2401914.00 2451661.00 235
Test By Simon990.00 236
TDRefinement10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
USDC1000.00 1671000.00 1661000.00 1891000.00 1971000.00 2021000.00 1571000.00 2451000.00 1651000.00 1981000.00 1651000.00 2401000.00 1941000.00 1741000.00 2261000.00 223
EPP-MVSNet10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
PMMVS10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
PAPM10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
ACMMPcopyleft10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
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 22611772.44 2297637.33 2369120.00 2518206.00 25222252.00 2472010.00 25224984.00 2547458.00 25022596.00 2522940.00 25110260.00 25311100.00 2523492.00 2484446.00 246
PatchmatchNetpermissive492.52 135551.22 137316.40 144400.20 154357.90 1541277.10 164115.80 1611034.60 169315.90 152874.00 158155.10 160402.20 154629.50 154158.80 147189.10 151
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Pablo Speciale, Marc Pollefeys: PatchmatchNet: Learned Multi-View Patchmatch Stereo.
PHI-MVS99999.00 22999999.00 23299999.00 24499999.00 25899999.00 26099999.00 25399999.00 26199999.00 25799999.00 25799999.00 25599999.00 25899999.00 25799999.00 25699999.00 25699999.00 254
F-COLMAP1878.17 1832113.11 1861173.33 1971231.00 2021174.00 2076297.00 205392.00 2023356.00 2061087.00 2043082.00 203361.00 1971670.00 2062523.00 205689.00 195676.00 194
ANet_high10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
wuyk23d10000000.00 23710000000.00 24010000000.00 24910000000.00 26310000000.00 26510000000.00 25810000000.00 26610000000.00 26210000000.00 26210000000.00 26010000000.00 26310000000.00 26210000000.00 26110000000.00 26110000000.00 259
OMC-MVS5022.26 2185748.82 2212842.58 2334905.27 2483101.27 24714933.60 243812.24 2359278.40 2462959.29 2468800.17 2441092.24 2443806.30 2427568.54 2471389.60 2381620.18 234
MG-MVS1256.50 1771432.00 180730.00 181610.00 167760.00 1894720.00 200169.00 1811920.00 194723.00 1892510.00 201201.00 1771050.00 1981645.00 195390.00 184380.00 179
AdaColmapbinary2570.77 1952948.61 1981437.24 2031873.64 2211526.60 2137819.77 217373.97 1984970.45 2191479.29 2194648.46 217525.80 2091904.97 2134150.42 222695.69 200880.14 211
uanet10000.00 22210000.00 22510000.00 23810000.00 25310000.00 25510000.00 23110000.00 25810000.00 24810000.00 25210000.00 24610000.00 25410000.00 25010000.00 24910000.00 25110000.00 249
ITE_SJBPF2014.00 2211998.00 2231992.00 235701.00 2325989.00 2261812.00 2363612.00 208650.00 2182852.00 2334601.00 2271195.00 2331198.00 230
DeepMVS_CXcopyleft1.00 461.00 531.00 531.00 541.00 531.00 521.00 501.00 521.00 531.00 511.00 511.00 51
TinyColmap1000.00 1671000.00 1661000.00 1891000.00 1971000.00 2021000.00 1571000.00 2451000.00 1651000.00 1981000.00 1651000.00 2401000.00 1941000.00 1741000.00 2261000.00 223
MAR-MVS3973.16 2124387.92 2152728.86 2313345.27 2453341.39 24911403.90 237798.76 2346555.62 2372569.29 2446514.86 229834.97 2313237.43 2405891.08 2331577.54 2391607.76 232
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 1983049.67 2001649.00 2101755.00 2161689.00 2238330.00 221464.00 2124997.00 2201528.00 2204763.00 218568.00 2122296.00 2214215.00 223827.00 213962.00 217
MSDG32606.17 22834443.44 23127094.33 24329249.00 25725246.00 25951144.00 2526705.00 25642886.00 25622888.00 25648534.00 25413263.00 25737507.00 25679298.00 25516024.00 25518530.00 252
LS3D7684.71 2208776.23 2234410.16 2355298.55 2495631.53 25134329.90 2501504.57 25111554.00 2523896.41 24715111.00 250812.19 2295985.63 2483516.20 2152963.23 2471613.31 233
CLD-MVS7338.25 2198341.00 2224330.00 2344902.00 2474991.00 25023318.00 248728.00 23314437.00 2534378.00 24813379.00 249824.00 2305708.00 24711429.00 2531674.00 2442291.00 244
Zhaoxin Li, Wangmeng Zuo, Zhaoqi Wang, Lei Zhang: Confidence-based Large-scale Dense Multi-view Stereo. IEEE Transaction on Image Processing, 2020
FPMVS1407.00 1801495.59 1821141.23 194648.01 182893.85 1964124.00 196503.81 2173219.04 204742.72 1912498.84 200157.98 1611727.83 207832.93 164732.98 204802.00 199
Gipumacopyleft689.75 145767.00 148458.00 158613.00 173549.00 1751943.00 173187.00 1841230.00 173518.00 1701092.00 172203.00 179564.00 164892.00 167225.00 168261.00 162
S. Galliani, K. Lasinger, K. Schindler: Massively Parallel Multiview Stereopsis by Surface Normal Diffusion. ICCV 2015