High-resolution multi-view benchmark

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.
sort bysort bysort bysort bysorted bysort bysort bysort bysort bysort bysort bysort bysort bysort bysort bysort by
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
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
9.140.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
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
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
test_80.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
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_prior0.00 10.00 10.00 10.00 10.00 1
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
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
#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
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
test_prior0.00 10.00 10.00 10.00 10.00 10.00 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
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
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
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
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
test120.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
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
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
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
LCM-MVSNet0.37 180.36 190.37 230.37 300.37 300.37 300.32 310.37 300.37 290.37 270.37 290.37 300.37 280.37 280.37 28
v1441920.40 190.40 200.40 240.40 310.40 310.40 310.40 330.40 310.40 300.40 280.40 300.40 310.40 290.40 290.40 29
v19219200.40 190.40 200.40 240.40 310.40 310.40 310.40 330.40 310.40 300.40 280.40 300.40 310.40 290.40 290.40 29
v11920.40 190.40 200.40 240.40 310.40 310.40 310.40 330.40 310.40 300.40 280.40 300.40 310.40 290.40 290.40 29
v11440.40 190.40 200.40 240.40 310.40 310.40 310.40 330.40 310.40 300.40 280.40 300.40 310.40 290.40 290.40 29
v1480.40 190.40 200.40 240.40 310.40 310.40 310.40 330.40 310.40 300.40 280.40 300.40 310.40 290.40 290.40 29
v7n0.40 190.40 200.40 240.40 310.40 310.40 310.40 330.40 310.40 300.40 280.40 300.40 310.40 290.40 290.40 29
v12400.40 190.40 200.40 240.40 310.40 310.40 310.40 330.40 310.40 300.40 280.40 300.40 310.40 290.40 290.40 29
v80.40 190.40 200.40 240.40 310.40 310.40 310.40 330.40 310.40 300.40 280.40 300.40 310.40 290.40 290.40 29
v100.40 190.40 200.40 240.40 310.40 310.40 310.40 330.40 310.40 300.40 280.40 300.40 310.40 290.40 290.40 29
v2v4820.40 190.40 200.40 240.40 310.40 310.40 310.40 330.40 310.40 300.40 280.40 300.40 310.40 290.40 290.40 29
V420.40 190.40 200.40 240.40 310.40 310.40 310.40 330.40 310.40 300.40 280.40 300.40 310.40 290.40 290.40 29
GA-MVS0.40 190.40 200.40 240.40 310.40 310.40 310.40 330.40 310.40 300.40 280.40 300.40 310.40 290.40 290.40 29
Fast-Effi-MVS+0.41 310.40 200.41 360.41 430.41 430.41 430.35 320.41 430.41 420.41 400.41 420.41 430.41 410.41 410.41 41
Fast-Effi-MVS+-dtu0.44 320.44 330.44 370.44 440.44 440.44 440.44 450.44 440.44 430.44 410.44 430.44 440.44 420.44 420.44 42
Effi-MVS+0.58 330.56 340.62 400.53 450.62 470.53 450.53 460.53 450.62 460.62 440.53 440.62 470.62 440.53 430.62 45
CL-MVSNet_2432*16000.60 350.60 350.60 390.60 460.60 460.60 470.60 470.60 460.60 450.60 430.60 450.60 460.60 430.60 450.60 44
EIA-MVS0.62 360.62 370.62 400.62 470.62 470.62 480.62 480.62 470.62 460.62 440.62 460.62 470.62 440.62 460.62 45
ETV-MVS0.62 360.62 370.62 400.62 470.62 470.62 480.62 480.62 470.62 460.62 440.62 460.62 470.62 440.62 460.62 45
CS-MVS0.62 360.62 370.62 400.62 470.62 470.62 480.62 480.62 470.62 460.62 440.62 460.62 470.62 440.62 460.62 45
Effi-MVS+-dtu0.59 340.61 360.53 380.68 500.53 450.53 450.68 510.68 500.53 440.53 420.68 490.53 450.68 480.53 430.53 43
mvs-test10.68 390.68 400.68 440.68 500.68 510.68 510.68 510.68 500.68 500.68 480.68 490.68 510.68 480.68 490.68 49
CDS-MVSNet0.88 400.88 410.88 450.88 520.88 520.88 520.88 530.88 520.88 510.88 490.88 510.88 520.88 500.88 500.88 50
Khang Truong Giang, Soohwan Song, Sungho Jo: Curvature-guided dynamic scale networks for Multi-view Stereo. ICLR 2022
TAMVS0.88 400.88 410.88 450.88 520.88 520.88 520.88 530.88 520.88 510.88 490.88 510.88 520.88 500.88 500.88 50
LCM-MVSNet-Re0.89 420.89 430.89 470.89 540.89 540.89 540.89 550.89 540.89 530.89 510.89 530.89 540.89 520.89 520.89 52
DeepMVS_CXcopyleft1.00 481.00 551.00 551.00 561.00 551.00 541.00 521.00 541.00 551.00 531.00 531.00 53
MDA-MVSNet-bldmvs1.20 431.20 441.20 491.20 561.20 571.20 551.20 581.20 561.20 551.20 531.20 551.20 561.20 541.20 541.20 54
YYNet11.20 431.20 441.20 491.20 561.20 571.20 551.20 581.20 561.20 551.20 531.20 551.20 561.20 541.20 541.20 54
MDA-MVSNet_test_wron1.20 431.20 441.20 491.20 561.20 571.20 551.20 581.20 561.20 551.20 531.20 551.20 561.20 541.20 541.20 54
EI-MVSNet-UG-set1.42 461.42 471.42 521.42 591.42 601.42 581.42 611.42 591.42 581.42 561.42 581.42 591.42 571.42 571.42 57
EI-MVSNet-Vis-set1.42 461.42 471.42 521.42 591.42 601.42 581.42 611.42 591.42 581.42 561.42 581.42 591.42 571.42 571.42 57
Regformer-31.42 461.42 471.42 521.42 591.42 601.42 581.42 611.42 591.42 581.42 561.42 581.42 591.42 571.42 571.42 57
Regformer-41.42 461.42 471.42 521.42 591.42 601.42 581.42 611.42 591.42 581.42 561.42 581.42 591.42 571.42 571.42 57
Regformer-11.42 461.42 471.42 521.42 591.42 601.42 581.42 611.42 591.42 581.42 561.42 581.42 591.42 571.42 571.42 57
Regformer-21.42 461.42 471.42 521.42 591.42 601.42 581.42 611.42 591.42 581.42 561.42 581.42 591.42 571.42 571.42 57
EI-MVSNet1.42 461.42 471.42 521.42 591.42 601.42 581.42 611.42 591.42 581.42 561.42 581.42 591.42 571.42 571.42 57
Regformer1.42 461.42 471.42 521.42 591.42 601.42 581.42 611.42 591.42 581.42 561.42 581.42 591.42 571.42 571.42 57
CVMVSNet1.42 461.42 471.42 521.42 591.42 601.42 581.42 611.42 591.42 581.42 561.42 581.42 591.42 571.42 571.42 57
EU-MVSNet1.42 461.42 471.42 521.42 591.42 601.42 581.42 611.42 591.42 581.42 561.42 581.42 591.42 571.42 571.42 57
PS-CasMVS1.42 461.42 471.42 521.42 591.42 601.42 581.42 611.42 591.42 581.42 561.42 581.42 591.42 571.42 571.42 57
UniMVSNet_NR-MVSNet1.42 461.42 471.42 521.42 591.42 601.42 581.42 611.42 591.42 581.42 561.42 581.42 591.42 571.42 571.42 57
PEN-MVS1.42 461.42 471.42 521.42 591.42 601.42 581.42 611.42 591.42 581.42 561.42 581.42 591.42 571.42 571.42 57
TransMVSNet (Re)1.42 461.42 471.42 521.42 591.42 601.42 581.42 611.42 591.42 581.42 561.42 581.42 591.42 571.42 571.42 57
DTE-MVSNet1.42 461.42 471.42 521.42 591.42 601.42 581.42 611.42 591.42 581.42 561.42 581.42 591.42 571.42 571.42 57
DU-MVS1.42 461.42 471.42 521.42 591.42 601.42 581.42 611.42 591.42 581.42 561.42 581.42 591.42 571.42 571.42 57
UniMVSNet (Re)1.42 461.42 471.42 521.42 591.42 601.42 581.42 611.42 591.42 581.42 561.42 581.42 591.42 571.42 571.42 57
CP-MVSNet1.42 461.42 471.42 521.42 591.42 601.42 581.42 611.42 591.42 581.42 561.42 581.42 591.42 571.42 571.42 57
WR-MVS_H1.42 461.42 471.42 521.42 591.42 601.42 581.42 611.42 591.42 581.42 561.42 581.42 591.42 571.42 571.42 57
WR-MVS1.42 461.42 471.42 521.42 591.42 601.42 581.42 611.42 591.42 581.42 561.42 581.42 591.42 571.42 571.42 57
NR-MVSNet1.42 461.42 471.42 521.42 591.42 601.42 581.42 611.42 591.42 581.42 561.42 581.42 591.42 571.42 571.42 57
Baseline_NR-MVSNet1.42 461.42 471.42 521.42 591.42 601.42 581.42 611.42 591.42 581.42 561.42 581.42 591.42 571.42 571.42 57
TranMVSNet+NR-MVSNet1.42 461.42 471.42 521.42 591.42 601.42 581.42 611.42 591.42 581.42 561.42 581.42 591.42 571.42 571.42 57
MVSFormer1.42 461.42 471.42 521.42 591.42 601.42 581.42 611.42 591.42 581.42 561.42 581.42 591.42 571.42 571.42 57
jason1.42 461.42 471.42 521.42 591.42 601.42 581.42 611.42 591.42 581.42 561.42 581.42 591.42 571.42 571.42 57
jason: jason.
lupinMVS1.42 461.42 471.42 521.42 591.42 601.42 581.42 611.42 591.42 581.42 561.42 581.42 591.42 571.42 571.42 57
test_djsdf1.42 461.42 471.42 521.42 591.42 601.42 581.42 611.42 591.42 581.42 561.42 581.42 591.42 571.42 571.42 57
alignmvs2.00 732.00 742.00 792.00 862.00 872.00 852.00 902.00 862.00 852.00 832.00 852.00 862.00 842.00 842.00 84
nrg0302.00 732.00 742.00 792.00 862.00 872.00 852.00 902.00 862.00 852.00 832.00 852.00 862.00 842.00 842.00 84
LFMVS2.00 732.00 742.00 792.00 862.00 872.00 852.00 902.00 862.00 852.00 832.00 852.00 862.00 842.00 842.00 84
VDD-MVS2.00 732.00 742.00 792.00 862.00 872.00 852.00 902.00 862.00 852.00 832.00 852.00 862.00 842.00 842.00 84
VDDNet2.00 732.00 742.00 792.00 862.00 872.00 852.00 902.00 862.00 852.00 832.00 852.00 862.00 842.00 842.00 84
VPNet2.00 732.00 742.00 792.00 862.00 872.00 852.00 902.00 862.00 852.00 832.00 852.00 862.00 842.00 842.00 84
VNet2.00 732.00 742.00 792.00 862.00 872.00 852.00 902.00 862.00 852.00 832.00 852.00 862.00 842.00 842.00 84
VPA-MVSNet2.00 732.00 742.00 792.00 862.00 872.00 852.00 902.00 862.00 852.00 832.00 852.00 862.00 842.00 842.00 84
cascas2.00 732.00 742.00 792.00 862.00 872.00 852.00 902.00 862.00 852.00 832.00 852.00 862.00 842.00 842.00 84
UnsupCasMVSNet_eth5.90 825.90 835.90 885.90 955.90 965.90 955.90 1005.90 965.90 945.90 925.90 955.90 955.90 935.90 955.90 94
UnsupCasMVSNet_bld5.90 825.90 835.90 885.90 955.90 965.90 955.90 1005.90 965.90 945.90 925.90 955.90 955.90 935.90 955.90 94
WTY-MVS5.90 825.90 835.90 885.90 955.90 965.90 955.90 1005.90 965.90 945.90 925.90 955.90 955.90 935.90 955.90 94
HY-MVS5.90 15.90 825.90 835.90 885.90 955.90 965.90 955.90 1005.90 965.90 945.90 925.90 955.90 955.90 935.90 955.90 94
sss5.90 825.90 835.90 885.90 955.90 965.90 955.90 1005.90 965.90 945.90 925.90 955.90 955.90 935.90 955.90 94
Test_1112_low_res5.90 825.90 835.90 885.90 955.90 965.90 955.90 1005.90 965.90 945.90 925.90 955.90 955.90 935.90 955.90 94
1112_ss5.90 825.90 835.90 885.90 955.90 965.90 955.90 1005.90 965.90 945.90 925.90 955.90 955.90 935.90 955.90 94
ab-mvs-re5.90 825.90 835.90 885.90 955.90 965.90 955.90 1005.90 965.90 945.90 925.90 955.90 955.90 935.90 955.90 94
ab-mvs5.90 825.90 835.90 885.90 955.90 965.90 955.90 1005.90 965.90 945.90 925.90 955.90 955.90 935.90 955.90 94
CDPH-MVS6.66 916.66 926.66 976.66 1046.66 1056.66 1046.66 1096.66 1056.66 1036.66 1016.66 1046.66 1046.66 1026.66 1046.66 103
MDTV_nov1_ep139.99 939.99 1059.99 1079.99 1059.99 1119.99 1069.99 1059.99 1029.99 1059.99 1069.99 1039.99 105
xiu_mvs_v1_base_debu10.28 9210.28 9410.28 9910.28 10610.28 10910.28 10710.28 11210.28 10810.28 10710.28 10310.28 10710.28 10710.28 10510.28 10610.28 105
xiu_mvs_v2_base10.28 9210.28 9410.28 9910.28 10610.28 10910.28 10710.28 11210.28 10810.28 10710.28 10310.28 10710.28 10710.28 10510.28 10610.28 105
xiu_mvs_v1_base10.28 9210.28 9410.28 9910.28 10610.28 10910.28 10710.28 11210.28 10810.28 10710.28 10310.28 10710.28 10710.28 10510.28 10610.28 105
xiu_mvs_v1_base_debi10.28 9210.28 9410.28 9910.28 10610.28 10910.28 10710.28 11210.28 10810.28 10710.28 10310.28 10710.28 10710.28 10510.28 10610.28 105
cdsmvs_eth3d_5k10.28 9210.28 9410.28 9910.28 10610.28 10910.28 10710.28 11210.28 10810.28 10710.28 10310.28 10710.28 10710.28 10510.28 10610.28 105
pcd_1.5k_mvsjas10.28 9210.28 9410.28 9910.28 10610.28 10910.28 10710.28 11210.28 10810.28 10710.28 10310.28 10710.28 10710.28 10510.28 10610.28 105
PS-MVSNAJss10.28 9210.28 9410.28 9910.28 10610.28 10910.28 10710.28 11210.28 10810.28 10710.28 10310.28 10710.28 10710.28 10510.28 10610.28 105
PS-MVSNAJ10.28 9210.28 9410.28 9910.28 10610.28 10910.28 10710.28 11210.28 10810.28 10710.28 10310.28 10710.28 10710.28 10510.28 10610.28 105
jajsoiax10.28 9210.28 9410.28 9910.28 10610.28 10910.28 10710.28 11210.28 10810.28 10710.28 10310.28 10710.28 10710.28 10510.28 10610.28 105
mvs_tets10.28 9210.28 9410.28 9910.28 10610.28 10910.28 10710.28 11210.28 10810.28 10710.28 10310.28 10710.28 10710.28 10510.28 10610.28 105
dp87.20 109113.80 1137.42 9810.50 1168.88 106298.82 1322.70 99510.35 1487.79 104172.93 1233.37 949.16 10514.00 1163.71 944.23 93
SR-MVS-dyc-post11.55 10211.55 10411.55 10911.55 11711.55 11911.55 11711.55 12411.55 11811.55 11711.55 11311.55 11811.55 11711.55 11511.55 11611.55 115
XXY-MVS15.00 10315.00 10515.00 11015.00 11815.00 12015.00 11815.00 12615.00 11915.00 11815.00 11415.00 12315.00 11815.00 11715.00 11815.00 117
BH-w/o40.00 10440.00 10640.00 11240.00 11940.00 12140.00 12040.00 14340.00 12040.00 12040.00 11540.00 14140.00 12040.00 11840.00 13440.00 129
BH-untuned40.00 10440.00 10640.00 11240.00 11940.00 12140.00 12040.00 14340.00 12040.00 12040.00 11540.00 14140.00 12040.00 11840.00 13440.00 129
BH-RMVSNet40.00 10440.00 10640.00 11240.00 11940.00 12140.00 12040.00 14340.00 12040.00 12040.00 11540.00 14140.00 12040.00 11840.00 13440.00 129
TR-MVS40.00 10440.00 10640.00 11240.00 11940.00 12140.00 12040.00 14340.00 12040.00 12040.00 11540.00 14140.00 12040.00 11840.00 13440.00 129
GBi-Net44.67 10849.24 11030.96 11147.53 12347.57 125126.09 1248.00 11076.99 12426.09 11973.50 12011.27 11730.55 11961.12 12212.58 11714.75 116
zzz-MVS833442.10 2341111233.77 24067.09 11865.59 12464.81 128284.50 12810000000.00 268219.97 13259.62 126229.89 13512.72 119103.00 141203.67 14127.93 11933.46 118
MTAPA833442.10 2341111233.77 24067.09 11865.59 12464.81 128284.50 12810000000.00 268219.97 13259.62 126229.89 13512.72 119103.00 141203.67 14127.93 11933.46 118
MP-MVS-pluss833433.63 2331111219.60 23975.70 12474.28 12673.29 130284.50 12811.35 122238.58 13465.86 128255.35 14114.55 121115.69 14410000000.00 26331.94 12138.12 127
MP-MVS-pluss: MP-MVS-pluss. MP-MVS-pluss
ACMMP_NAP118.81 116133.18 11875.70 12474.28 12673.29 130284.50 12811.35 122238.58 13465.86 128255.35 14114.55 121115.69 144222.18 14331.94 12138.12 127
CANet110.62 112124.04 11470.34 12082.03 12874.27 132325.54 13325.25 129207.16 12869.28 130194.38 12427.53 12695.79 134147.76 12737.43 12340.97 133
CANet_DTU110.62 112124.04 11470.34 12082.03 12874.27 132325.54 13325.25 129207.16 12869.28 130194.38 12427.53 12695.79 134147.76 12737.43 12340.97 133
MVS_0304110.62 112124.04 11470.34 12082.03 12874.27 132325.54 13325.25 129207.16 12869.28 130194.38 12427.53 12695.79 134147.76 12737.43 12340.97 133
UGNet110.62 112124.04 11470.34 12082.03 12874.27 132325.54 13325.25 129207.16 12869.28 130194.38 12427.53 12695.79 134147.76 12737.43 12340.97 133
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
new_pmnet88.14 11098.62 11156.70 11698.14 13256.07 126246.79 12615.37 127148.06 12550.77 124143.13 12123.35 12462.65 12493.26 12368.71 14151.38 140
N_pmnet88.14 11098.62 11156.70 11698.14 13256.07 126246.79 12615.37 127148.06 12550.77 124143.13 12123.35 12462.65 12493.26 12368.71 14151.38 140
DSMNet-mixed131.33 124143.00 12696.33 13799.00 13481.00 136201.00 12545.00 147335.00 14699.00 144251.00 14038.00 140110.00 143120.00 12699.00 14498.00 143
FMVSNet5124.76 117140.93 11976.26 126107.44 135100.17 140329.88 13727.12 136259.44 13974.30 134204.34 12830.74 13092.41 127196.98 13138.15 12736.19 120
test1124.76 117140.93 11976.26 126107.44 135100.17 140329.88 13727.12 136259.44 13974.30 134204.34 12830.74 13092.41 127196.98 13138.15 12736.19 120
FMVSNet3124.76 117140.93 11976.26 126107.44 135100.17 140329.88 13727.12 136259.44 13974.30 134204.34 12830.74 13092.41 127196.98 13138.15 12736.19 120
FMVSNet2124.76 117140.93 11976.26 126107.44 135100.17 140329.88 13727.12 136259.44 13974.30 134204.34 12830.74 13092.41 127196.98 13138.15 12736.19 120
FMVSNet1124.76 117140.93 11976.26 126107.44 135100.17 140329.88 13727.12 136259.44 13974.30 134204.34 12830.74 13092.41 127196.98 13138.15 12736.19 120
MIMVSNet1124.76 117140.93 11976.26 126107.44 135100.17 140329.88 13727.12 136259.44 13974.30 134204.34 12830.74 13092.41 127196.98 13138.15 12736.19 120
MIMVSNet124.76 117140.93 11976.26 126107.44 135100.17 140329.88 13727.12 136259.44 13974.30 134204.34 12830.74 13092.41 127196.98 13138.15 12736.19 120
PVSNet_Blended_VisFu136.90 125155.40 12781.40 133111.00 14296.20 137407.00 14425.90 133251.60 13685.10 141240.50 13737.00 13799.90 138199.80 13840.70 13848.10 137
PVSNet_BlendedMVS136.90 125155.40 12781.40 133111.00 14296.20 137407.00 14425.90 133251.60 13685.10 141240.50 13737.00 13799.90 138199.80 13840.70 13848.10 137
PVSNet_Blended136.90 125155.40 12781.40 133111.00 14296.20 137407.00 14425.90 133251.60 13685.10 141240.50 13737.00 13799.90 138199.80 13840.70 13848.10 137
DP-MVS264.78 129296.02 131171.04 138191.70 145183.96 148827.10 15578.36 149438.24 147176.64 146435.12 14365.04 146230.52 148334.02 144117.96 14598.64 144
tmp_tt371.08 130412.78 132246.00 140231.00 146197.00 1491293.00 167376.00 201756.00 157609.00 18171.00 119106.00 156195.00 146102.00 125171.00 154346.00 177
EG-PatchMatch MVS437.03 132493.12 136268.77 141264.80 147260.20 1511491.80 17098.00 158723.20 156238.80 147722.40 15363.10 145382.00 152629.00 155207.00 161164.10 149
RPSCF394.81 131445.63 133242.35 139276.55 148253.63 1501207.27 16590.69 154715.56 155241.57 148684.87 152111.96 157320.02 149548.38 151133.81 146153.39 146
test1172216.26 128257.16 13093.57 136310.10 149111.10 14731.10 11945.10 148192.73 127176.39 145512.31 14466.33 14778.35 126891.20 16889.18 14391.27 142
DELS-MVS514.57 139587.73 142295.12 144343.03 150328.09 1541540.48 172116.22 164988.59 163325.44 155906.22 161119.86 159365.72 150788.60 164161.09 151191.55 154
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
DP-MVS Recon516.25 140581.17 141321.48 147361.02 151429.00 1621995.36 17678.48 150796.20 158283.32 151796.02 15696.78 151382.98 153636.72 157186.66 158152.46 145
ACMH+729.97 2661.38 146754.00 149383.51 151368.96 152376.38 1572483.74 18882.42 1511089.25 172333.39 1561219.68 17666.53 148573.60 173957.86 171184.14 157200.56 155
MVP-Stereo473.58 135533.67 137293.33 142376.00 153318.00 1521461.00 16896.00 155835.00 159290.00 152804.00 15797.00 152383.00 154688.00 162156.00 147179.00 151
Qingsong Yan: MVP-Stereo: A Parallel Multi-View Patchmatch Stereo Method with Dilation Matching for Photogrammetric Application.
MS-PatchMatch473.58 135533.67 137293.33 142376.00 153318.00 1521461.00 16896.00 155835.00 159290.00 152804.00 15797.00 152383.00 154688.00 162156.00 147179.00 151
tpmvs501.65 138567.42 140304.33 145395.39 155356.32 1551512.04 171216.53 189994.15 164350.16 157804.16 159119.38 158380.98 151555.14 152159.87 150175.69 150
PatchmatchNetpermissive492.52 137551.22 139316.40 146400.20 156357.90 1561277.10 166115.80 1631034.60 171315.90 154874.00 160155.10 162402.20 156629.50 156158.80 149189.10 153
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Pablo Speciale, Marc Pollefeys: PatchmatchNet: Learned Multi-View Patchmatch Stereo.
PMVScopyleft863.65 3957.08 1641054.11 173666.00 179401.00 157495.00 1653790.00 196279.00 1911607.00 191521.00 1731745.00 19190.00 1491105.00 202639.00 158415.00 187398.00 184
Y. Furukawa, J. Ponce: Accurate, dense, and robust multiview stereopsis. PAMI (2010)
CSCG826.03 159963.29 164414.24 153421.52 158426.11 1612230.35 177179.52 1851827.44 193733.43 192933.12 163281.25 188545.23 1651800.35 199262.64 174271.38 165
IB-MVS872.44 4616.41 145700.96 148362.78 150426.10 159409.25 1601822.69 173124.42 1721186.23 174366.85 1591079.42 173190.60 175451.78 159930.72 170181.59 156227.30 157
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
ADS-MVSNet2443.33 133482.84 134324.79 148434.94 160387.73 1581110.57 16387.69 152887.02 161282.92 149779.29 15498.57 154422.76 157502.40 145162.19 152163.87 147
ADS-MVSNet443.33 133482.84 134324.79 148434.94 160387.73 1581110.57 16387.69 152887.02 161282.92 149779.29 15498.57 154422.76 157502.40 145162.19 152163.87 147
ACMH993.80 5967.92 1651106.11 175553.33 167494.00 162534.00 1673581.00 194136.00 1741585.00 190478.00 1701871.00 19390.00 149839.00 1851460.00 193260.00 173287.00 168
Qingshan Xu and Wenbing Tao: Multi-Scale Geometric Consistency Guided Multi-View Stereo. CVPR 2019
IterMVS615.05 144691.66 147385.23 152516.40 163454.80 1631863.80 174102.10 1601142.20 173364.10 1581093.20 175135.00 160480.40 160826.90 165181.20 155220.50 156
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Marc Pollefeys: IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo.
ACMM1311.08 81165.06 1771332.72 180662.07 178584.90 164715.99 1894373.59 201153.99 1821880.27 195709.02 1892316.97 197188.63 174939.89 1901484.30 194302.78 181330.34 174
Qingshan Xu and Wenbing Tao: Multi-Scale Geometric Consistency Guided Multi-View Stereo. CVPR 2019
new-patchmatchnet766.12 149859.03 154487.38 164595.68 165536.14 1682346.27 179142.51 1771488.08 181422.43 1601361.32 180163.65 165628.60 1781003.74 180207.61 162297.41 170
ACMP1246.57 71086.24 1731235.17 177639.45 174596.53 166639.91 1843904.24 197152.04 1801851.54 194566.58 1791997.95 195138.50 161938.30 1891605.46 195303.70 182340.14 175
Qingshan Xu and Wenbing Tao: Planar Prior Assisted PatchMatch Multi-View Stereo. AAAI 2020
SixPastTwentyTwo773.62 150869.37 156486.35 163603.45 167547.15 1762532.14 189106.92 1621434.95 180428.08 1611360.56 179165.15 166628.96 179984.09 172209.01 163282.94 167
IterMVS-LS758.94 148856.56 153466.10 161606.60 168546.80 1752309.90 178122.20 1711402.80 179463.50 1631348.20 178192.60 176574.60 1741028.60 181234.60 172276.90 166
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Marc Pollefeys: IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo.
MG-MVS1256.50 1791432.00 182730.00 183610.00 169760.00 1914720.00 202169.00 1831920.00 196723.00 1912510.00 203201.00 1791050.00 2001645.00 197390.00 186380.00 181
RE-MVS-def610.10 144610.10 170610.10 182610.10 149610.10 229610.10 153610.10 182610.10 150610.10 216610.10 153610.10 191610.10 189
SR-MVS610.10 142610.10 144610.10 173610.10 170610.10 182610.10 149610.10 229610.10 153610.10 182610.10 150610.10 216610.10 176610.10 153610.10 191610.10 189
GG-mvs-BLEND596.01 171611.29 172600.33 179790.30 152513.12 220552.71 175567.40 145662.54 226531.67 161503.93 147779.80 207656.02 192
gm-plane-assit611.29 172600.33 179579.21 149567.40 145531.67 161503.93 147
CR-MVSNet612.36 143617.81 146596.01 171611.29 172600.33 179790.30 152513.12 220579.21 149552.71 175567.40 145662.54 226531.67 161503.93 147779.80 207656.02 192
Gipumacopyleft689.75 147767.00 150458.00 160613.00 175549.00 1771943.00 175187.00 1861230.00 175518.00 1721092.00 174203.00 181564.00 166892.00 169225.00 170261.00 164
S. Galliani, K. Lasinger, K. Schindler: Massively Parallel Multiview Stereopsis by Surface Normal Diffusion. ICCV 2015
gg-mvs-nofinetune594.69 141605.37 143562.67 168617.29 176500.33 166772.30 151413.12 209579.21 149552.71 175567.40 145662.54 226531.67 161503.93 147779.80 207656.02 192
mvs_anonymous774.90 151882.28 157452.77 154636.50 177537.20 1692348.80 180120.30 1651504.30 182474.40 1641371.10 181186.90 168564.70 1671078.90 183219.30 164256.40 158
casdiffmvs774.90 151882.28 157452.77 154636.50 177537.20 1692348.80 180120.30 1651504.30 182474.40 1641371.10 181186.90 168564.70 1671078.90 183219.30 164256.40 158
diffmvs774.90 151882.28 157452.77 154636.50 177537.20 1692348.80 180120.30 1651504.30 182474.40 1641371.10 181186.90 168564.70 1671078.90 183219.30 164256.40 158
baseline2774.90 151882.28 157452.77 154636.50 177537.20 1692348.80 180120.30 1651504.30 182474.40 1641371.10 181186.90 168564.70 1671078.90 183219.30 164256.40 158
baseline1774.90 151882.28 157452.77 154636.50 177537.20 1692348.80 180120.30 1651504.30 182474.40 1641371.10 181186.90 168564.70 1671078.90 183219.30 164256.40 158
baseline774.90 151882.28 157452.77 154636.50 177537.20 1692348.80 180120.30 1651504.30 182474.40 1641371.10 181186.90 168564.70 1671078.90 183219.30 164256.40 158
PVSNet1207.94 6829.56 160937.18 163506.69 165645.55 183585.72 1782477.98 187130.52 1731578.29 189509.50 1711460.01 187194.90 177637.19 1801170.78 190267.07 176297.17 169
FPMVS1407.00 1821495.59 1841141.23 196648.01 184893.85 1984124.00 198503.81 2193219.04 206742.72 1932498.84 202157.98 1631727.83 209832.93 166732.98 206802.00 201
lessismore_v0569.20 169667.25 185644.68 18596.45 157428.86 1621514.17 188204.21 182756.58 1821061.60 182197.79 160306.34 171
PVSNet_01661.03 9968.54 1661066.82 174673.70 180706.94 186695.69 1872669.02 192153.52 1812108.17 198605.54 1801679.14 190213.26 185886.75 1881236.76 192229.01 171438.67 185
MSLP-MVS++1242.93 1781411.08 181738.48 184712.71 187712.68 1884168.17 199136.50 1752276.40 200613.28 1842368.60 200161.61 1641130.38 2031964.54 202297.88 179372.39 180
MVSTER890.06 1631005.91 172542.52 166736.13 188653.90 1862616.56 191145.22 1791692.10 192555.69 1781554.72 189266.25 187660.02 1811219.66 191266.84 175313.64 173
MVS_111021_LR1136.45 1761298.72 179649.64 175756.17 189726.26 1903785.94 195138.15 1762190.64 199629.63 1852064.39 196165.45 167874.83 1871678.43 198279.70 177347.82 178
DeepC-MVS_fast2190.19 121535.59 1831886.82 187481.89 162847.73 190830.16 1957943.84 221189.23 1872398.83 201691.73 1882341.13 198209.16 183230.25 1471999.25 203360.46 184385.25 182
Andreas Kuhn, Christian Sormann, Mattia Rossi, Oliver Erdler, Friedrich Fraundorfer: DeepC-MVS: Deep Confidence Prediction for Multi-View Stereo Reconstruction. 3DV 2020
JIA-IIPM804.30 158835.64 152710.26 182885.90 191895.90 199455.98 147668.73 2331297.17 1761002.26 2041001.67 171655.98 224756.98 183667.90 159885.21 219477.90 186
RPMNet787.26 157829.13 151661.63 177885.90 191895.90 199455.98 147610.10 2291297.17 1761002.26 2041001.67 171655.98 224611.10 177667.90 159885.21 219477.90 186
ACMMPR1296.60 1801480.82 183743.96 185899.25 193763.47 1924305.47 200143.90 1782530.94 203683.99 1862346.34 199201.65 1801098.25 2011920.59 201295.21 178370.16 179
test_04021110.00 1751260.00 178660.00 176900.00 194780.00 1933300.00 193210.00 1882040.00 197690.00 1871950.00 194300.00 191810.00 1841620.00 196330.00 183390.00 183
TSAR-MVS + GP.1386.84 1811622.84 185678.81 181952.13 195840.17 1965358.21 205170.75 1842650.47 204713.54 1902394.28 201209.42 184855.56 1861854.36 200302.42 180340.71 176
ambc999.00 188999.00 196999.00 201999.00 156999.00 244999.00 197999.00 164999.00 239999.00 193999.00 173999.00 225999.00 222
OurMVSNet-221017-0999.00 167999.00 166999.00 188999.00 196999.00 201999.00 156999.00 244999.00 165999.00 197999.00 164999.00 239999.00 193999.00 173999.00 225999.00 222
EPMVS999.00 167999.00 166999.00 188999.00 196999.00 201999.00 156999.00 244999.00 165999.00 197999.00 164999.00 239999.00 193999.00 173999.00 225999.00 222
uanet_test1000.00 1691000.00 1681000.00 1911000.00 1991000.00 2041000.00 1591000.00 2471000.00 1671000.00 2001000.00 1671000.00 2421000.00 1961000.00 1761000.00 2281000.00 225
sosnet1000.00 1691000.00 1681000.00 1911000.00 1991000.00 2041000.00 1591000.00 2471000.00 1671000.00 2001000.00 1671000.00 2421000.00 1961000.00 1761000.00 2281000.00 225
USDC1000.00 1691000.00 1681000.00 1911000.00 1991000.00 2041000.00 1591000.00 2471000.00 1671000.00 2001000.00 1671000.00 2421000.00 1961000.00 1761000.00 2281000.00 225
TinyColmap1000.00 1691000.00 1681000.00 1911000.00 1991000.00 2041000.00 1591000.00 2471000.00 1671000.00 2001000.00 1671000.00 2421000.00 1961000.00 1761000.00 2281000.00 225
COLMAP_ROBcopyleft2144.59 111658.33 1841869.33 1861025.33 1951030.00 2031023.00 2085311.00 204359.00 1993044.00 205937.00 1962892.00 204332.00 1951440.00 2062312.00 205607.00 190613.00 191
Johannes L. Schönberger, Enliang Zheng, Marc Pollefeys, Jan-Michael Frahm: Pixelwise View Selection for Unstructured Multi-View Stereo. ECCV 2016
F-COLMAP1878.17 1852113.11 1881173.33 1991231.00 2041174.00 2096297.00 207392.00 2043356.00 2081087.00 2063082.00 205361.00 1991670.00 2082523.00 207689.00 197676.00 196
OpenMVS_ROBcopyleft1936.51 101959.51 1862224.88 1901163.39 1981253.91 2051434.22 2127065.71 211272.76 1902472.29 2021647.54 2343538.72 208200.37 1781496.48 2072575.17 208997.45 224559.48 188
Patchmtry1090.75 1741198.88 176766.38 1861290.90 206485.90 1642423.98 1861267.30 2511297.17 176923.90 194923.40 1621215.54 247990.23 191667.90 159779.80 207823.02 205
PatchT856.34 161860.99 155842.38 1871290.90 206880.90 197790.30 1521267.30 251579.21 149923.90 194567.40 145662.54 226990.23 191887.56 167779.80 207656.02 192
K. test v3877.74 162980.16 165570.46 1701316.85 208813.15 1942565.52 190103.78 1611509.49 188548.33 1741258.90 177219.93 186587.82 1751102.37 189196.30 159310.42 172
PLCcopyleft2858.82 162192.92 1892474.00 1921349.67 2011407.00 2091356.00 2117164.00 212475.00 2163970.00 2121237.00 2133765.00 211451.00 2051891.00 2143006.00 210791.00 212802.00 201
Jie Liao, Yanping Fu, Qingan Yan, Chunxia xiao: Pyramid Multi-View Stereo with Local Consistency. Pacific Graphics 2019
CMPMVSbinary2623.62 151983.08 1872156.14 1891463.89 2091414.80 2101517.00 2145239.20 203867.40 2383310.30 2071128.70 2083489.90 207366.75 2002030.20 2202427.60 2061160.60 234844.46 208
M. Jancosek, T. Pajdla: Multi-View Reconstruction Preserving Weakly-Supported Surfaces. CVPR 2011
ZD-MVS1584.00 2111821.00 234378.00 2023721.00 2101231.00 2111833.00 192321.00 1941224.00 2042103.00 204692.00 200
Vis-MVSNetpermissive2877.42 2013170.00 2041999.67 2221673.00 2122042.00 2398593.00 225474.00 2156452.00 2361268.00 2145125.00 224339.00 1963004.00 2364222.00 226384.00 185953.00 218
Jingyang Zhang, Yao Yao, Shiwei Li, Zixin Luo, Tian Fang: Visibility-aware Multiview Stereo Network. BMVC 2020
PCF-MVS4335.85 202272.23 1912597.03 1941297.84 2001701.20 2131332.37 2108105.11 222451.45 2124031.84 2131099.10 2073966.50 212467.45 2061734.05 2102701.68 209848.94 216827.11 206
Andreas Kuhn, Shan Lin, Oliver Erdler: Plane Completion and Filtering for Multi-View Stereo Reconstruction. GCPR 2019
test_0728_SECOND1451.45 2061725.60 2141598.35 2189203.30 228315.86 1942023.43 2173973.88 220620.04 193732.56 198
test07261725.60 2141598.35 2189203.30 228315.86 1945016.02 2231363.85 2164894.28 221387.23 201
SD-MVS2654.53 1983055.56 2031451.45 2061725.60 2141598.35 2189203.30 228315.86 1945016.02 2231363.85 2164894.28 221387.23 2012023.43 2173973.88 220620.04 193732.56 198
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
3Dnovator2482.06 142531.17 1952839.56 1981606.00 2101732.00 2171557.00 2168375.00 224483.00 2174370.00 2171371.00 2194200.00 213350.00 1972207.00 2213877.00 219798.00 2131054.00 229
LF4IMVS2699.50 2003049.67 2021649.00 2121755.00 2181689.00 2258330.00 223464.00 2144997.00 2221528.00 2224763.00 220568.00 2142296.00 2234215.00 225827.00 215962.00 219
DPM-MVS3268.00 2053762.89 2081783.33 2161756.00 2191806.00 23212319.00 240307.00 1926319.00 2341557.00 2275763.00 227302.00 1922609.00 2295061.00 231482.00 188935.00 216
OPM-MVS3268.00 2053762.89 2081783.33 2161756.00 2191806.00 23212319.00 240307.00 1926319.00 2341557.00 2275763.00 227302.00 1922609.00 2295061.00 231482.00 188935.00 216
OpenMVScopyleft2352.88 132263.08 1902530.89 1931459.67 2081767.00 2211591.00 2177932.00 220399.00 2053643.00 2091176.00 2093569.00 209297.00 1901927.00 2163302.00 212693.00 201861.00 209
tpmrst2557.50 1962847.12 1991688.66 2131784.08 2221778.25 2317445.50 218342.14 1974471.54 2181534.55 2234382.10 217530.10 2122361.21 2244142.81 223991.22 223926.51 215
AdaColmapbinary2570.77 1972948.61 2001437.24 2051873.64 2231526.60 2157819.77 219373.97 2004970.45 2211479.29 2214648.46 219525.80 2111904.97 2154150.42 224695.69 202880.14 213
SteuartSystems-ACMMP2891.50 2023284.78 2051711.67 2141954.00 2241655.00 22410117.00 237445.00 2115102.00 2261375.00 2205126.00 225351.00 1982638.00 2334402.00 227691.00 199842.00 207
Skip Steuart: Steuart Systems R&D Blog.
ITE_SJBPF2014.00 2231998.00 2251992.00 237701.00 2345989.00 2281812.00 2383612.00 210650.00 2202852.00 2354601.00 2291195.00 2351198.00 232
tpm23617.85 2094007.23 2112449.73 2272012.71 2261698.05 2267351.19 214869.29 2396132.06 2291588.28 2298007.42 2421281.09 2483888.11 2457472.04 2451351.00 2361763.02 242
tpm cat13617.85 2094007.23 2112449.73 2272012.71 2261698.05 2267351.19 214869.29 2396132.06 2291588.28 2298007.42 2421281.09 2483888.11 2457472.04 2451351.00 2361763.02 242
CostFormer3617.85 2094007.23 2112449.73 2272012.71 2261698.05 2267351.19 214869.29 2396132.06 2291588.28 2298007.42 2421281.09 2483888.11 2457472.04 2451351.00 2361763.02 242
tpm3617.85 2094007.23 2112449.73 2272012.71 2261698.05 2267351.19 214869.29 2396132.06 2291588.28 2298007.42 2421281.09 2483888.11 2457472.04 2451351.00 2361763.02 242
CHOSEN 280x4202340.81 1922643.03 1951434.14 2022025.55 2301629.36 2216542.40 208412.49 2064219.70 2141547.02 2244328.52 214650.74 2211798.26 2113333.17 213727.72 203874.79 210
CHOSEN 1792x26882340.81 1922643.03 1951434.14 2022025.55 2301629.36 2216542.40 208412.49 2064219.70 2141547.02 2244328.52 214650.74 2211798.26 2113333.17 213727.72 203874.79 210
HyFIR lowres test2340.81 1922643.03 1951434.14 2022025.55 2301629.36 2216542.40 208412.49 2064219.70 2141547.02 2244328.52 214650.74 2211798.26 2113333.17 213727.72 203874.79 210
DVP-MVS3981.10 2154731.32 2201730.42 2152191.51 2331949.98 23616473.90 248355.33 1987172.90 2451622.98 2337879.79 241434.33 2042428.11 2265762.12 234689.04 198813.18 204
3Dnovator+3414.41 173146.67 2033537.00 2061975.67 2202310.00 2342005.00 23810100.00 236626.00 2325753.00 2271803.00 2375179.00 226487.00 2072622.00 2314550.00 2281025.00 2321300.00 233
TSAR-MVS + MP.3528.01 2084065.89 2151914.35 2192349.10 2352141.30 24012362.70 242417.60 2106717.80 2401759.40 2366497.50 230518.18 2102629.38 2325164.32 233806.40 214972.38 221
Zhenlong Yuan, Jiakai Cao, Zhaoqi Wang, Zhaoxin Li: TSAR-MVS: Textureless-aware Segmentation and Correlative Refinement Guided Multi-View Stereo. Pattern Recognition
DeepPCF-MVS3452.42 182670.71 1993021.57 2011618.12 2112377.67 2361751.39 2308915.70 227567.44 2274569.74 2191236.84 2124615.63 218513.23 2092291.32 2223515.48 216882.39 218811.66 203
GST-MVS4000.00 2164533.33 2182400.00 2262400.00 2372400.00 2427200.00 2132400.00 2557200.00 2462400.00 2457200.00 2372400.00 2522400.00 2257200.00 2432400.00 2482400.00 247
MVS_111021_HR3742.80 2134330.34 2161980.20 2212484.31 2382259.52 24114973.80 246515.90 2266500.13 2371949.21 2396146.89 229535.66 2132593.66 2284880.76 230986.37 2221087.43 230
DeepC-MVS3917.13 193155.06 2043601.83 2071814.72 2182515.52 2391941.53 23510432.50 238589.42 2284789.45 2201298.65 2157677.31 240578.35 2152589.53 2273611.78 218923.52 221913.10 214
Andreas Kuhn, Christian Sormann, Mattia Rossi, Oliver Erdler, Friedrich Fraundorfer: DeepC-MVS: Deep Confidence Prediction for Multi-View Stereo Reconstruction. 3DV 2020
TAPA-MVS6309.84 213374.90 2073806.99 2102078.63 2242535.47 2402499.25 2448816.16 226456.05 2136255.60 2331664.52 2356704.88 232629.95 2192768.38 2346343.93 241856.35 217968.25 220
Andrea Romanoni, Matteo Matteucci: TAPA-MVS: Textureless-Aware PAtchMatch Multi-View Stereo. ICCV 2019
SED-MVS4062.74 2174671.13 2192237.56 2252643.17 2412465.14 24313996.40 244493.26 2187619.38 2472107.24 2407416.93 239610.24 2183088.29 2416075.14 2401078.39 2331159.26 231
IU-MVS2725.60 2422598.35 245515.86 2227016.02 2412363.85 2415973.88 2361620.04 2421732.56 238
OPU-MVS2451.45 2312725.60 2422598.35 2459203.30 2286894.28 233887.23 2343023.43 2375973.88 2361620.04 2421732.56 238
test_241102_ONE2725.60 2422598.35 245515.86 2227016.02 2412363.85 2416894.28 233887.23 2343023.43 237
MSP-MVS4296.20 2184911.12 2222451.45 2312725.60 2422598.35 24516203.30 247515.86 2227016.02 2412363.85 2416894.28 233887.23 2343023.43 2375973.88 2361620.04 2421732.56 238
MVS-HIRNet2125.39 1882452.68 1911143.53 1972938.33 2461446.92 2136083.19 206391.74 2033801.71 2111202.10 2103439.72 206492.73 2081304.35 2053048.25 211676.32 196679.32 197
MAR-MVS3973.16 2144387.92 2172728.86 2333345.27 2473341.39 25111403.90 239798.76 2366555.62 2392569.29 2466514.86 231834.97 2333237.43 2425891.08 2351577.54 2411607.76 234
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
API-MVS4380.83 2194906.56 2212803.67 2343844.00 2483116.00 25013454.00 243901.00 2436511.00 2382794.00 2477365.00 238754.00 2303634.00 2436622.00 2421914.00 2471661.00 237
CLD-MVS7338.25 2218341.00 2244330.00 2364902.00 2494991.00 25223318.00 250728.00 23514437.00 2554378.00 25013379.00 251824.00 2325708.00 24911429.00 2551674.00 2462291.00 246
Zhaoxin Li, Wangmeng Zuo, Zhaoqi Wang, Lei Zhang: Confidence-based Large-scale Dense Multi-view Stereo. IEEE Transaction on Image Processing, 2020
OMC-MVS5022.26 2205748.82 2232842.58 2354905.27 2503101.27 24914933.60 245812.24 2379278.40 2482959.29 2488800.17 2461092.24 2463806.30 2447568.54 2491389.60 2401620.18 236
LS3D7684.71 2228776.23 2254410.16 2375298.55 2515631.53 25334329.90 2521504.57 25311554.00 2543896.41 24915111.00 252812.19 2315985.63 2503516.20 2172963.23 2491613.31 235
MVEpermissive10021.00 2210550.67 22710002.44 23012195.33 2436242.00 2528768.00 25530896.00 2514451.00 25610331.00 2536247.00 25118296.00 253283.00 18921484.00 2567364.00 2445912.00 2516334.00 249
Simon Fuhrmann, Fabian Langguth, Michael Goesele: MVE - A Multi-View Reconstruction Environment. EUROGRAPHICS Workshops on Graphics and Cultural Heritage (2014)
CNLPA10738.67 22811772.44 2317637.33 2389120.00 2538206.00 25422252.00 2492010.00 25424984.00 2567458.00 25222596.00 2542940.00 25310260.00 25511100.00 2543492.00 2504446.00 248
ZNCC-MVS9999.00 2239999.00 2269999.00 2399999.00 2549999.00 2569999.00 2329999.00 2599999.00 2499999.00 2539999.00 2479999.00 2559999.00 2519999.00 2509999.00 2529999.00 250
UA-Net10000.00 22410000.00 22710000.00 24010000.00 25510000.00 25710000.00 23310000.00 26010000.00 25010000.00 25410000.00 24810000.00 25610000.00 25210000.00 25110000.00 25310000.00 251
uncertanet10000.00 22410000.00 22710000.00 24010000.00 25510000.00 25710000.00 23310000.00 26010000.00 25010000.00 25410000.00 24810000.00 25610000.00 25210000.00 25110000.00 25310000.00 251
uanet10000.00 22410000.00 22710000.00 24010000.00 25510000.00 25710000.00 23310000.00 26010000.00 25010000.00 25410000.00 24810000.00 25610000.00 25210000.00 25110000.00 25310000.00 251
LTVRE_ROB20565.47 2323378.08 22922805.00 23225097.33 24415500.00 25819201.00 26042712.00 2536055.00 25738388.00 25716926.00 25738534.00 2557071.00 25435653.00 25729475.00 25610584.00 25620438.00 255
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
MSDG32606.17 23034443.44 23327094.33 24529249.00 25925246.00 26151144.00 2546705.00 25842886.00 25822888.00 25848534.00 25613263.00 25937507.00 25879298.00 25716024.00 25718530.00 254
114514_t99999.00 23199999.00 23499999.00 24699999.00 26099999.00 26299999.00 25599999.00 26399999.00 25999999.00 25999999.00 25799999.00 26099999.00 25999999.00 25899999.00 25899999.00 256
PHI-MVS99999.00 23199999.00 23499999.00 24699999.00 26099999.00 26299999.00 25599999.00 26399999.00 25999999.00 25999999.00 25799999.00 26099999.00 25999999.00 25899999.00 25899999.00 256
XVG-OURS-SEG-HR999999.00 236999999.00 236999999.00 248999999.00 262999999.00 264999999.00 257999999.00 265999999.00 261999999.00 261999999.00 259999999.00 262999999.00 261999999.00 260999999.00 260999999.00 258
XVG-OURS999999.00 236999999.00 236999999.00 248999999.00 262999999.00 264999999.00 257999999.00 265999999.00 261999999.00 261999999.00 259999999.00 262999999.00 261999999.00 260999999.00 260999999.00 258
XVG-ACMP-BASELINE999999.00 236999999.00 236999999.00 248999999.00 262999999.00 264999999.00 257999999.00 265999999.00 261999999.00 261999999.00 259999999.00 262999999.00 261999999.00 260999999.00 260999999.00 258
cl-mvsnet210000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
miper_ehance_all_eth10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
miper_enhance_ethall10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
cl-mvsnet_10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
cl-mvsnet110000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
eth_miper_zixun_eth10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
testtj10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
ET-MVSNet_ETH3D10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
UniMVSNet_ETH3D10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
miper_lstm_enhance10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
D2MVS10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
test_yl10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
thisisatest053010000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
Anonymous2024052910000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
Anonymous20240521110000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
DCV-MVSNet10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
tttt051710000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
our_test_310000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
thisisatest051510000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
ppachtmachnet_test10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
SMA-MVScopyleft10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
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
DPE-MVS10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
test_part210000000.00 26510000000.00 26710000000.00 264
test_part110000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
thres100view90010000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
tfpnnormal10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
tfpn200view910000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
cl_fuxian10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
IterMVS-SCA-FT10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
pmmvs610000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
pmmvs510000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
Anonymous2023121110000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
pmmvs-eth3d10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
Anonymous2023120610000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
SCA10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
Patchmatch-test10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
Patchmatch-RL test10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
canonicalmvs10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
anonymousdsp10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
FIs10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
FC-MVSNet-test10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
sosnet-low-res10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
AllTest10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
TestCases10000000.00 25110000000.00 26510000000.00 26710000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
testing_210000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
RRT_MVS10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
HPM-MVS++copyleft10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
XVS10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
pm-mvs110000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
X-MVStestdata10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
APDe-MVS10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
APD-MVS_3200maxsize10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
pmmvs410000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
test-LLR10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
TESTMET0.1,110000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
test-mter10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
testgi10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
test20.0310000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
thres600view710000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
MP-MVScopyleft10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
Rongxuan Tan, Qing Wang, et al.: MP-MVS: Multi-Scale Windows PatchMatch and Planar Prior Multi-View Stereo.
testmvs10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
thres40010000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
test12310000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
thres20010000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
test0.0.03 110000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
pmmvs310000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
EMVS10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
E-PMN10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
PGM-MVS10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
MCST-MVS10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
MVS_Test10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
PMMVS210000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
PM-MVS10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
HQP_MVS10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
plane_prior710000000.00 26510000000.00 267
plane_prior610000000.00 26510000000.00 26710000000.00 265
plane_prior110000000.00 265
mPP-MVS10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
DWT-MVSNet_test10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
HPM-MVS_fast10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
RRT_test8_iter0510000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
HPM-MVScopyleft10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
Chunlin Ren, Qingshan Xu, Shikun Zhang, Jiaqi Yang: Hierarchical Prior Mining for Non-local Multi-View Stereo. ICCV 2023
LPG-MVS_test10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
LGP-MVS_train10000000.00 25110000000.00 26510000000.00 26710000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
EPNet_dtu10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
Wanjuan Su, Wenbing Tao: Efficient Edge-Preserving Multi-View Stereo Network for Depth Estimation. AAAI 2023
EPNet10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
Wanjuan Su, Wenbing Tao: Efficient Edge-Preserving Multi-View Stereo Network for Depth Estimation. AAAI 2023
HQP-NCC10000000.00 26510000000.00 26010000000.00 26410000000.00 264
ACMP_Plane10000000.00 26510000000.00 26010000000.00 26410000000.00 264
CNVR-MVS10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
NCCC10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
CP-MVS10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
NP-MVS10000000.00 26510000000.00 26710000000.00 262
CPTT-MVS10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
HQP-MVS10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
IS-MVSNet10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
PAPM_NR10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
PAPR10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
Vis-MVSNet (Re-imp)10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
PatchMatch-RL10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
TDRefinement10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
EPP-MVSNet10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
PMMVS10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
PAPM10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
ACMMPcopyleft10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
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
ANet_high10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
wuyk23d10000000.00 23910000000.00 24210000000.00 25110000000.00 26510000000.00 26710000000.00 26010000000.00 26810000000.00 26410000000.00 26410000000.00 26210000000.00 26510000000.00 26410000000.00 26310000000.00 26310000000.00 261
APD-MVScopyleft1000000000.00 3361000000000.00 3391000000000.00 3501000000000.00 3711000000000.00 3721000000000.00 3621000000000.00 3731000000000.00 3671000000000.00 3681000000000.00 3661000000000.00 3711000000000.00 3681000000000.00 3661000000000.00 3661000000000.00 364
Yuesong Wang, Zhaojie Zeng and etc.: Adaptive Patch Deformation for Textureless-Resilient Multi-View Stereo. CVPR2023
test_241102_TWO515.86 2227016.02 2412363.85 2416894.28 233887.23 2343023.43 2375973.88 2361620.04 2421732.56 238
test_0728_THIRD5016.02 2231363.85 2164894.28 221387.23 2012023.43 2173973.88 220620.04 193732.56 198
GSMVS10000000.00 261
sam_mvs110000000.00 26510000000.00 261
sam_mvs10000000.00 265
MTGPAbinary10000000.00 268
test_post110000000.00 26010000000.00 26210000000.00 26510000000.00 26410000000.00 263
test_post10000000.00 26210000000.00 26510000000.00 264
patchmatchnet-post10000000.00 26210000000.00 26510000000.00 264
MTMP10000000.00 26010000000.00 268
test9_res0.00 10.00 10.00 1
agg_prior20.00 10.00 10.00 1
test_prior40.00 10.00 1
test_prior20.00 10.00 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
无先验0.00 10.00 10.00 10.00 10.00 10.00 1
原ACMM20.00 1
testdata20.00 10.00 1
segment_acmp0.00 1
testdata10.00 10.00 1
plane_prior510000000.00 26810000000.00 26410000000.00 26310000000.00 26310000000.00 261
plane_prior410000000.00 262
plane_prior310000000.00 26710000000.00 26410000000.00 264
plane_prior210000000.00 26010000000.00 264
plane_prior1.00 552.00 852.00 862.00 84
n214.20 125
nn1.42 61
door-mid1.42 61
test111.00 56
door99.00 159
HQP5-MVS10000000.00 267
BP-MVS10000000.00 263
HQP4-MVS10000000.00 26410000000.00 26410000000.00 261
HQP3-MVS10000000.00 26810000000.00 263
HQP2-MVS10000000.00 265
MDTV_nov1_ep13_2view9.99 1079.99 1059.99 1069.99 1059.99 1059.99 1039.99 104
ACMMP++_ref10000000.00 263
ACMMP++10000000.00 263
Test By Simon990.00 238