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 bysort bysorted 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
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_prior40.00 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+-dtu0.59 340.61 350.53 380.68 490.53 450.53 450.68 500.68 490.53 440.53 420.68 480.53 450.68 470.53 430.53 43
EIA-MVS0.62 350.62 360.62 390.62 460.62 460.62 470.62 470.62 460.62 450.62 430.62 450.62 460.62 430.62 450.62 44
ETV-MVS0.62 350.62 360.62 390.62 460.62 460.62 470.62 470.62 460.62 450.62 430.62 450.62 460.62 430.62 450.62 44
CS-MVS0.62 350.62 360.62 390.62 460.62 460.62 470.62 470.62 460.62 450.62 430.62 450.62 460.62 430.62 450.62 44
Effi-MVS+0.58 330.56 340.62 390.53 450.62 460.53 450.53 460.53 450.62 450.62 430.53 440.62 460.62 430.53 430.62 44
mvs-test10.68 380.68 390.68 430.68 490.68 500.68 500.68 500.68 490.68 490.68 470.68 480.68 500.68 470.68 480.68 48
CDS-MVSNet0.88 390.88 400.88 440.88 510.88 510.88 510.88 520.88 510.88 500.88 480.88 500.88 510.88 490.88 490.88 49
Khang Truong Giang, Soohwan Song, Sungho Jo: Curvature-guided dynamic scale networks for Multi-view Stereo. ICLR 2022
TAMVS0.88 390.88 400.88 440.88 510.88 510.88 510.88 520.88 510.88 500.88 480.88 500.88 510.88 490.88 490.88 49
LCM-MVSNet-Re0.89 410.89 420.89 460.89 530.89 530.89 530.89 540.89 530.89 520.89 500.89 520.89 530.89 510.89 510.89 51
plane_prior1.00 542.00 842.00 852.00 83
DeepMVS_CXcopyleft1.00 471.00 541.00 541.00 551.00 541.00 531.00 511.00 531.00 541.00 521.00 521.00 52
MDA-MVSNet-bldmvs1.20 421.20 431.20 481.20 551.20 561.20 541.20 571.20 551.20 541.20 521.20 541.20 551.20 531.20 531.20 53
YYNet11.20 421.20 431.20 481.20 551.20 561.20 541.20 571.20 551.20 541.20 521.20 541.20 551.20 531.20 531.20 53
MDA-MVSNet_test_wron1.20 421.20 431.20 481.20 551.20 561.20 541.20 571.20 551.20 541.20 521.20 541.20 551.20 531.20 531.20 53
EI-MVSNet-UG-set1.42 451.42 461.42 511.42 581.42 591.42 571.42 601.42 581.42 571.42 551.42 571.42 581.42 561.42 561.42 56
EI-MVSNet-Vis-set1.42 451.42 461.42 511.42 581.42 591.42 571.42 601.42 581.42 571.42 551.42 571.42 581.42 561.42 561.42 56
Regformer-31.42 451.42 461.42 511.42 581.42 591.42 571.42 601.42 581.42 571.42 551.42 571.42 581.42 561.42 561.42 56
Regformer-41.42 451.42 461.42 511.42 581.42 591.42 571.42 601.42 581.42 571.42 551.42 571.42 581.42 561.42 561.42 56
Regformer-11.42 451.42 461.42 511.42 581.42 591.42 571.42 601.42 581.42 571.42 551.42 571.42 581.42 561.42 561.42 56
Regformer-21.42 451.42 461.42 511.42 581.42 591.42 571.42 601.42 581.42 571.42 551.42 571.42 581.42 561.42 561.42 56
EI-MVSNet1.42 451.42 461.42 511.42 581.42 591.42 571.42 601.42 581.42 571.42 551.42 571.42 581.42 561.42 561.42 56
Regformer1.42 451.42 461.42 511.42 581.42 591.42 571.42 601.42 581.42 571.42 551.42 571.42 581.42 561.42 561.42 56
CVMVSNet1.42 451.42 461.42 511.42 581.42 591.42 571.42 601.42 581.42 571.42 551.42 571.42 581.42 561.42 561.42 56
EU-MVSNet1.42 451.42 461.42 511.42 581.42 591.42 571.42 601.42 581.42 571.42 551.42 571.42 581.42 561.42 561.42 56
PS-CasMVS1.42 451.42 461.42 511.42 581.42 591.42 571.42 601.42 581.42 571.42 551.42 571.42 581.42 561.42 561.42 56
UniMVSNet_NR-MVSNet1.42 451.42 461.42 511.42 581.42 591.42 571.42 601.42 581.42 571.42 551.42 571.42 581.42 561.42 561.42 56
PEN-MVS1.42 451.42 461.42 511.42 581.42 591.42 571.42 601.42 581.42 571.42 551.42 571.42 581.42 561.42 561.42 56
TransMVSNet (Re)1.42 451.42 461.42 511.42 581.42 591.42 571.42 601.42 581.42 571.42 551.42 571.42 581.42 561.42 561.42 56
DTE-MVSNet1.42 451.42 461.42 511.42 581.42 591.42 571.42 601.42 581.42 571.42 551.42 571.42 581.42 561.42 561.42 56
DU-MVS1.42 451.42 461.42 511.42 581.42 591.42 571.42 601.42 581.42 571.42 551.42 571.42 581.42 561.42 561.42 56
UniMVSNet (Re)1.42 451.42 461.42 511.42 581.42 591.42 571.42 601.42 581.42 571.42 551.42 571.42 581.42 561.42 561.42 56
CP-MVSNet1.42 451.42 461.42 511.42 581.42 591.42 571.42 601.42 581.42 571.42 551.42 571.42 581.42 561.42 561.42 56
WR-MVS_H1.42 451.42 461.42 511.42 581.42 591.42 571.42 601.42 581.42 571.42 551.42 571.42 581.42 561.42 561.42 56
WR-MVS1.42 451.42 461.42 511.42 581.42 591.42 571.42 601.42 581.42 571.42 551.42 571.42 581.42 561.42 561.42 56
NR-MVSNet1.42 451.42 461.42 511.42 581.42 591.42 571.42 601.42 581.42 571.42 551.42 571.42 581.42 561.42 561.42 56
Baseline_NR-MVSNet1.42 451.42 461.42 511.42 581.42 591.42 571.42 601.42 581.42 571.42 551.42 571.42 581.42 561.42 561.42 56
TranMVSNet+NR-MVSNet1.42 451.42 461.42 511.42 581.42 591.42 571.42 601.42 581.42 571.42 551.42 571.42 581.42 561.42 561.42 56
MVSFormer1.42 451.42 461.42 511.42 581.42 591.42 571.42 601.42 581.42 571.42 551.42 571.42 581.42 561.42 561.42 56
jason1.42 451.42 461.42 511.42 581.42 591.42 571.42 601.42 581.42 571.42 551.42 571.42 581.42 561.42 561.42 56
jason: jason.
lupinMVS1.42 451.42 461.42 511.42 581.42 591.42 571.42 601.42 581.42 571.42 551.42 571.42 581.42 561.42 561.42 56
test_djsdf1.42 451.42 461.42 511.42 581.42 591.42 571.42 601.42 581.42 571.42 551.42 571.42 581.42 561.42 561.42 56
alignmvs2.00 722.00 732.00 782.00 852.00 862.00 842.00 892.00 852.00 842.00 822.00 842.00 852.00 832.00 832.00 83
nrg0302.00 722.00 732.00 782.00 852.00 862.00 842.00 892.00 852.00 842.00 822.00 842.00 852.00 832.00 832.00 83
LFMVS2.00 722.00 732.00 782.00 852.00 862.00 842.00 892.00 852.00 842.00 822.00 842.00 852.00 832.00 832.00 83
VDD-MVS2.00 722.00 732.00 782.00 852.00 862.00 842.00 892.00 852.00 842.00 822.00 842.00 852.00 832.00 832.00 83
VDDNet2.00 722.00 732.00 782.00 852.00 862.00 842.00 892.00 852.00 842.00 822.00 842.00 852.00 832.00 832.00 83
VPNet2.00 722.00 732.00 782.00 852.00 862.00 842.00 892.00 852.00 842.00 822.00 842.00 852.00 832.00 832.00 83
VNet2.00 722.00 732.00 782.00 852.00 862.00 842.00 892.00 852.00 842.00 822.00 842.00 852.00 832.00 832.00 83
VPA-MVSNet2.00 722.00 732.00 782.00 852.00 862.00 842.00 892.00 852.00 842.00 822.00 842.00 852.00 832.00 832.00 83
cascas2.00 722.00 732.00 782.00 852.00 862.00 842.00 892.00 852.00 842.00 822.00 842.00 852.00 832.00 832.00 83
UnsupCasMVSNet_eth5.90 815.90 825.90 875.90 945.90 955.90 945.90 995.90 955.90 935.90 915.90 945.90 945.90 925.90 945.90 93
UnsupCasMVSNet_bld5.90 815.90 825.90 875.90 945.90 955.90 945.90 995.90 955.90 935.90 915.90 945.90 945.90 925.90 945.90 93
WTY-MVS5.90 815.90 825.90 875.90 945.90 955.90 945.90 995.90 955.90 935.90 915.90 945.90 945.90 925.90 945.90 93
HY-MVS5.90 15.90 815.90 825.90 875.90 945.90 955.90 945.90 995.90 955.90 935.90 915.90 945.90 945.90 925.90 945.90 93
sss5.90 815.90 825.90 875.90 945.90 955.90 945.90 995.90 955.90 935.90 915.90 945.90 945.90 925.90 945.90 93
Test_1112_low_res5.90 815.90 825.90 875.90 945.90 955.90 945.90 995.90 955.90 935.90 915.90 945.90 945.90 925.90 945.90 93
1112_ss5.90 815.90 825.90 875.90 945.90 955.90 945.90 995.90 955.90 935.90 915.90 945.90 945.90 925.90 945.90 93
ab-mvs-re5.90 815.90 825.90 875.90 945.90 955.90 945.90 995.90 955.90 935.90 915.90 945.90 945.90 925.90 945.90 93
ab-mvs5.90 815.90 825.90 875.90 945.90 955.90 945.90 995.90 955.90 935.90 915.90 945.90 945.90 925.90 945.90 93
CDPH-MVS6.66 906.66 916.66 966.66 1036.66 1046.66 1036.66 1086.66 1046.66 1026.66 1006.66 1036.66 1036.66 1016.66 1036.66 102
dp87.20 108113.80 1127.42 9710.50 1158.88 105298.82 1312.70 98510.35 1477.79 103172.93 1223.37 939.16 10414.00 1153.71 934.23 92
MDTV_nov1_ep13_2view9.99 1069.99 1049.99 1059.99 1049.99 1049.99 1029.99 103
MDTV_nov1_ep139.99 929.99 1049.99 1069.99 1049.99 1109.99 1059.99 1049.99 1019.99 1049.99 1059.99 1029.99 104
xiu_mvs_v1_base_debu10.28 9110.28 9310.28 9810.28 10510.28 10810.28 10610.28 11110.28 10710.28 10610.28 10210.28 10610.28 10610.28 10410.28 10510.28 104
xiu_mvs_v2_base10.28 9110.28 9310.28 9810.28 10510.28 10810.28 10610.28 11110.28 10710.28 10610.28 10210.28 10610.28 10610.28 10410.28 10510.28 104
xiu_mvs_v1_base10.28 9110.28 9310.28 9810.28 10510.28 10810.28 10610.28 11110.28 10710.28 10610.28 10210.28 10610.28 10610.28 10410.28 10510.28 104
xiu_mvs_v1_base_debi10.28 9110.28 9310.28 9810.28 10510.28 10810.28 10610.28 11110.28 10710.28 10610.28 10210.28 10610.28 10610.28 10410.28 10510.28 104
cdsmvs_eth3d_5k10.28 9110.28 9310.28 9810.28 10510.28 10810.28 10610.28 11110.28 10710.28 10610.28 10210.28 10610.28 10610.28 10410.28 10510.28 104
pcd_1.5k_mvsjas10.28 9110.28 9310.28 9810.28 10510.28 10810.28 10610.28 11110.28 10710.28 10610.28 10210.28 10610.28 10610.28 10410.28 10510.28 104
PS-MVSNAJss10.28 9110.28 9310.28 9810.28 10510.28 10810.28 10610.28 11110.28 10710.28 10610.28 10210.28 10610.28 10610.28 10410.28 10510.28 104
PS-MVSNAJ10.28 9110.28 9310.28 9810.28 10510.28 10810.28 10610.28 11110.28 10710.28 10610.28 10210.28 10610.28 10610.28 10410.28 10510.28 104
jajsoiax10.28 9110.28 9310.28 9810.28 10510.28 10810.28 10610.28 11110.28 10710.28 10610.28 10210.28 10610.28 10610.28 10410.28 10510.28 104
mvs_tets10.28 9110.28 9310.28 9810.28 10510.28 10810.28 10610.28 11110.28 10710.28 10610.28 10210.28 10610.28 10610.28 10410.28 10510.28 104
SR-MVS-dyc-post11.55 10111.55 10311.55 10811.55 11611.55 11811.55 11611.55 12311.55 11711.55 11611.55 11211.55 11711.55 11611.55 11411.55 11511.55 114
XXY-MVS15.00 10215.00 10415.00 10915.00 11715.00 11915.00 11715.00 12515.00 11815.00 11715.00 11315.00 12215.00 11715.00 11615.00 11715.00 116
BH-w/o40.00 10340.00 10540.00 11140.00 11840.00 12040.00 11940.00 14240.00 11940.00 11940.00 11440.00 14040.00 11940.00 11740.00 13340.00 128
BH-untuned40.00 10340.00 10540.00 11140.00 11840.00 12040.00 11940.00 14240.00 11940.00 11940.00 11440.00 14040.00 11940.00 11740.00 13340.00 128
BH-RMVSNet40.00 10340.00 10540.00 11140.00 11840.00 12040.00 11940.00 14240.00 11940.00 11940.00 11440.00 14040.00 11940.00 11740.00 13340.00 128
TR-MVS40.00 10340.00 10540.00 11140.00 11840.00 12040.00 11940.00 14240.00 11940.00 11940.00 11440.00 14040.00 11940.00 11740.00 13340.00 128
GBi-Net44.67 10749.24 10930.96 11047.53 12247.57 124126.09 1238.00 10976.99 12326.09 11873.50 11911.27 11630.55 11861.12 12112.58 11614.75 115
new_pmnet88.14 10998.62 11056.70 11598.14 13156.07 125246.79 12515.37 126148.06 12450.77 123143.13 12023.35 12362.65 12393.26 12268.71 14051.38 139
N_pmnet88.14 10998.62 11056.70 11598.14 13156.07 125246.79 12515.37 126148.06 12450.77 123143.13 12023.35 12362.65 12393.26 12268.71 14051.38 139
zzz-MVS833442.10 2331111233.77 23967.09 11765.59 12364.81 127284.50 12710000000.00 267219.97 13159.62 125229.89 13412.72 118103.00 140203.67 14027.93 11833.46 117
MTAPA833442.10 2331111233.77 23967.09 11765.59 12364.81 127284.50 12710000000.00 267219.97 13159.62 125229.89 13412.72 118103.00 140203.67 14027.93 11833.46 117
MP-MVS-pluss833433.63 2321111219.60 23875.70 12374.28 12573.29 129284.50 12711.35 121238.58 13365.86 127255.35 14014.55 120115.69 14310000000.00 26231.94 12038.12 126
MP-MVS-pluss: MP-MVS-pluss. MP-MVS-pluss
ACMMP_NAP118.81 115133.18 11775.70 12374.28 12573.29 129284.50 12711.35 121238.58 13365.86 127255.35 14014.55 120115.69 143222.18 14231.94 12038.12 126
CANet110.62 111124.04 11370.34 11982.03 12774.27 131325.54 13225.25 128207.16 12769.28 129194.38 12327.53 12595.79 133147.76 12637.43 12240.97 132
CANet_DTU110.62 111124.04 11370.34 11982.03 12774.27 131325.54 13225.25 128207.16 12769.28 129194.38 12327.53 12595.79 133147.76 12637.43 12240.97 132
MVS_0304110.62 111124.04 11370.34 11982.03 12774.27 131325.54 13225.25 128207.16 12769.28 129194.38 12327.53 12595.79 133147.76 12637.43 12240.97 132
UGNet110.62 111124.04 11370.34 11982.03 12774.27 131325.54 13225.25 128207.16 12769.28 129194.38 12327.53 12595.79 133147.76 12637.43 12240.97 132
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
DSMNet-mixed131.33 123143.00 12596.33 13699.00 13381.00 135201.00 12445.00 146335.00 14599.00 143251.00 13938.00 139110.00 142120.00 12599.00 14398.00 142
PVSNet_Blended_VisFu136.90 124155.40 12681.40 132111.00 14196.20 136407.00 14325.90 132251.60 13585.10 140240.50 13637.00 13699.90 137199.80 13740.70 13748.10 136
PVSNet_BlendedMVS136.90 124155.40 12681.40 132111.00 14196.20 136407.00 14325.90 132251.60 13585.10 140240.50 13637.00 13699.90 137199.80 13740.70 13748.10 136
PVSNet_Blended136.90 124155.40 12681.40 132111.00 14196.20 136407.00 14325.90 132251.60 13585.10 140240.50 13637.00 13699.90 137199.80 13740.70 13748.10 136
FMVSNet5124.76 116140.93 11876.26 125107.44 134100.17 139329.88 13627.12 135259.44 13874.30 133204.34 12730.74 12992.41 126196.98 13038.15 12636.19 119
test1124.76 116140.93 11876.26 125107.44 134100.17 139329.88 13627.12 135259.44 13874.30 133204.34 12730.74 12992.41 126196.98 13038.15 12636.19 119
FMVSNet3124.76 116140.93 11876.26 125107.44 134100.17 139329.88 13627.12 135259.44 13874.30 133204.34 12730.74 12992.41 126196.98 13038.15 12636.19 119
FMVSNet2124.76 116140.93 11876.26 125107.44 134100.17 139329.88 13627.12 135259.44 13874.30 133204.34 12730.74 12992.41 126196.98 13038.15 12636.19 119
FMVSNet1124.76 116140.93 11876.26 125107.44 134100.17 139329.88 13627.12 135259.44 13874.30 133204.34 12730.74 12992.41 126196.98 13038.15 12636.19 119
MIMVSNet1124.76 116140.93 11876.26 125107.44 134100.17 139329.88 13627.12 135259.44 13874.30 133204.34 12730.74 12992.41 126196.98 13038.15 12636.19 119
MIMVSNet124.76 116140.93 11876.26 125107.44 134100.17 139329.88 13627.12 135259.44 13874.30 133204.34 12730.74 12992.41 126196.98 13038.15 12636.19 119
test1172216.26 127257.16 12993.57 135310.10 148111.10 14631.10 11845.10 147192.73 126176.39 144512.31 14366.33 14678.35 125891.20 16789.18 14291.27 141
DP-MVS264.78 128296.02 130171.04 137191.70 144183.96 147827.10 15478.36 148438.24 146176.64 145435.12 14265.04 145230.52 147334.02 143117.96 14498.64 143
tmp_tt371.08 129412.78 131246.00 139231.00 145197.00 1481293.00 166376.00 200756.00 156609.00 18071.00 118106.00 155195.00 145102.00 124171.00 153346.00 176
RPSCF394.81 130445.63 132242.35 138276.55 147253.63 1491207.27 16490.69 153715.56 154241.57 147684.87 151111.96 156320.02 148548.38 150133.81 145153.39 145
EG-PatchMatch MVS437.03 131493.12 135268.77 140264.80 146260.20 1501491.80 16998.00 157723.20 155238.80 146722.40 15263.10 144382.00 151629.00 154207.00 160164.10 148
MVP-Stereo473.58 134533.67 136293.33 141376.00 152318.00 1511461.00 16796.00 154835.00 158290.00 151804.00 15697.00 151383.00 153688.00 161156.00 146179.00 150
Qingsong Yan: MVP-Stereo: A Parallel Multi-View Patchmatch Stereo Method with Dilation Matching for Photogrammetric Application.
MS-PatchMatch473.58 134533.67 136293.33 141376.00 152318.00 1511461.00 16796.00 154835.00 158290.00 151804.00 15697.00 151383.00 153688.00 161156.00 146179.00 150
DELS-MVS514.57 138587.73 141295.12 143343.03 149328.09 1531540.48 171116.22 163988.59 162325.44 154906.22 160119.86 158365.72 149788.60 163161.09 150191.55 153
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
tpmvs501.65 137567.42 139304.33 144395.39 154356.32 1541512.04 170216.53 188994.15 163350.16 156804.16 158119.38 157380.98 150555.14 151159.87 149175.69 149
PatchmatchNetpermissive492.52 136551.22 138316.40 145400.20 155357.90 1551277.10 165115.80 1621034.60 170315.90 153874.00 159155.10 161402.20 155629.50 155158.80 148189.10 152
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Pablo Speciale, Marc Pollefeys: PatchmatchNet: Learned Multi-View Patchmatch Stereo.
ACMH+729.97 2661.38 145754.00 148383.51 150368.96 151376.38 1562483.74 18782.42 1501089.25 171333.39 1551219.68 17566.53 147573.60 172957.86 170184.14 156200.56 154
ADS-MVSNet2443.33 132482.84 133324.79 147434.94 159387.73 1571110.57 16287.69 151887.02 160282.92 148779.29 15398.57 153422.76 156502.40 144162.19 151163.87 146
ADS-MVSNet443.33 132482.84 133324.79 147434.94 159387.73 1571110.57 16287.69 151887.02 160282.92 148779.29 15398.57 153422.76 156502.40 144162.19 151163.87 146
IB-MVS872.44 4616.41 144700.96 147362.78 149426.10 158409.25 1591822.69 172124.42 1711186.23 173366.85 1581079.42 172190.60 174451.78 158930.72 169181.59 155227.30 156
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
CSCG826.03 158963.29 163414.24 152421.52 157426.11 1602230.35 176179.52 1841827.44 192733.43 191933.12 162281.25 187545.23 1641800.35 198262.64 173271.38 164
DP-MVS Recon516.25 139581.17 140321.48 146361.02 150429.00 1611995.36 17578.48 149796.20 157283.32 150796.02 15596.78 150382.98 152636.72 156186.66 157152.46 144
IterMVS615.05 143691.66 146385.23 151516.40 162454.80 1621863.80 173102.10 1591142.20 172364.10 1571093.20 174135.00 159480.40 159826.90 164181.20 154220.50 155
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Marc Pollefeys: IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo.
Patchmtry1090.75 1731198.88 175766.38 1851290.90 205485.90 1632423.98 1851267.30 2501297.17 175923.90 193923.40 1611215.54 246990.23 190667.90 158779.80 206823.02 204
PMVScopyleft863.65 3957.08 1631054.11 172666.00 178401.00 156495.00 1643790.00 195279.00 1901607.00 190521.00 1721745.00 19090.00 1481105.00 201639.00 157415.00 186398.00 183
Y. Furukawa, J. Ponce: Accurate, dense, and robust multiview stereopsis. PAMI (2010)
gg-mvs-nofinetune594.69 140605.37 142562.67 167617.29 175500.33 165772.30 150413.12 208579.21 148552.71 174567.40 144662.54 225531.67 160503.93 146779.80 206656.02 191
ACMH993.80 5967.92 1641106.11 174553.33 166494.00 161534.00 1663581.00 193136.00 1731585.00 189478.00 1691871.00 19290.00 148839.00 1841460.00 192260.00 172287.00 167
Qingshan Xu and Wenbing Tao: Multi-Scale Geometric Consistency Guided Multi-View Stereo. CVPR 2019
new-patchmatchnet766.12 148859.03 153487.38 163595.68 164536.14 1672346.27 178142.51 1761488.08 180422.43 1591361.32 179163.65 164628.60 1771003.74 179207.61 161297.41 169
mvs_anonymous774.90 150882.28 156452.77 153636.50 176537.20 1682348.80 179120.30 1641504.30 181474.40 1631371.10 180186.90 167564.70 1661078.90 182219.30 163256.40 157
casdiffmvs774.90 150882.28 156452.77 153636.50 176537.20 1682348.80 179120.30 1641504.30 181474.40 1631371.10 180186.90 167564.70 1661078.90 182219.30 163256.40 157
diffmvs774.90 150882.28 156452.77 153636.50 176537.20 1682348.80 179120.30 1641504.30 181474.40 1631371.10 180186.90 167564.70 1661078.90 182219.30 163256.40 157
baseline2774.90 150882.28 156452.77 153636.50 176537.20 1682348.80 179120.30 1641504.30 181474.40 1631371.10 180186.90 167564.70 1661078.90 182219.30 163256.40 157
baseline1774.90 150882.28 156452.77 153636.50 176537.20 1682348.80 179120.30 1641504.30 181474.40 1631371.10 180186.90 167564.70 1661078.90 182219.30 163256.40 157
baseline774.90 150882.28 156452.77 153636.50 176537.20 1682348.80 179120.30 1641504.30 181474.40 1631371.10 180186.90 167564.70 1661078.90 182219.30 163256.40 157
IterMVS-LS758.94 147856.56 152466.10 160606.60 167546.80 1742309.90 177122.20 1701402.80 178463.50 1621348.20 177192.60 175574.60 1731028.60 180234.60 171276.90 165
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Marc Pollefeys: IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo.
SixPastTwentyTwo773.62 149869.37 155486.35 162603.45 166547.15 1752532.14 188106.92 1611434.95 179428.08 1601360.56 178165.15 165628.96 178984.09 171209.01 162282.94 166
Gipumacopyleft689.75 146767.00 149458.00 159613.00 174549.00 1761943.00 174187.00 1851230.00 174518.00 1711092.00 173203.00 180564.00 165892.00 168225.00 169261.00 163
S. Galliani, K. Lasinger, K. Schindler: Massively Parallel Multiview Stereopsis by Surface Normal Diffusion. ICCV 2015
PVSNet1207.94 6829.56 159937.18 162506.69 164645.55 182585.72 1772477.98 186130.52 1721578.29 188509.50 1701460.01 186194.90 176637.19 1791170.78 189267.07 175297.17 168
GG-mvs-BLEND596.01 170611.29 171600.33 178790.30 151513.12 219552.71 174567.40 144662.54 225531.67 160503.93 146779.80 206656.02 191
gm-plane-assit611.29 171600.33 178579.21 148567.40 144531.67 160503.93 146
CR-MVSNet612.36 142617.81 145596.01 170611.29 171600.33 178790.30 151513.12 219579.21 148552.71 174567.40 144662.54 225531.67 160503.93 146779.80 206656.02 191
RE-MVS-def610.10 143610.10 169610.10 181610.10 148610.10 228610.10 152610.10 181610.10 149610.10 215610.10 152610.10 190610.10 188
SR-MVS610.10 141610.10 143610.10 172610.10 169610.10 181610.10 148610.10 228610.10 152610.10 181610.10 149610.10 215610.10 175610.10 152610.10 190610.10 188
ACMP1246.57 71086.24 1721235.17 176639.45 173596.53 165639.91 1833904.24 196152.04 1791851.54 193566.58 1781997.95 194138.50 160938.30 1881605.46 194303.70 181340.14 174
Qingshan Xu and Wenbing Tao: Planar Prior Assisted PatchMatch Multi-View Stereo. AAAI 2020
lessismore_v0569.20 168667.25 184644.68 18496.45 156428.86 1611514.17 187204.21 181756.58 1811061.60 181197.79 159306.34 170
MVSTER890.06 1621005.91 171542.52 165736.13 187653.90 1852616.56 190145.22 1781692.10 191555.69 1771554.72 188266.25 186660.02 1801219.66 190266.84 174313.64 172
PVSNet_01661.03 9968.54 1651066.82 173673.70 179706.94 185695.69 1862669.02 191153.52 1802108.17 197605.54 1791679.14 189213.26 184886.75 1871236.76 191229.01 170438.67 184
MSLP-MVS++1242.93 1771411.08 180738.48 183712.71 186712.68 1874168.17 198136.50 1742276.40 199613.28 1832368.60 199161.61 1631130.38 2021964.54 201297.88 178372.39 179
ACMM1311.08 81165.06 1761332.72 179662.07 177584.90 163715.99 1884373.59 200153.99 1811880.27 194709.02 1882316.97 196188.63 173939.89 1891484.30 193302.78 180330.34 173
Qingshan Xu and Wenbing Tao: Multi-Scale Geometric Consistency Guided Multi-View Stereo. CVPR 2019
MVS_111021_LR1136.45 1751298.72 178649.64 174756.17 188726.26 1893785.94 194138.15 1752190.64 198629.63 1842064.39 195165.45 166874.83 1861678.43 197279.70 176347.82 177
MG-MVS1256.50 1781432.00 181730.00 182610.00 168760.00 1904720.00 201169.00 1821920.00 195723.00 1902510.00 202201.00 1781050.00 1991645.00 196390.00 185380.00 180
ACMMPR1296.60 1791480.82 182743.96 184899.25 192763.47 1914305.47 199143.90 1772530.94 202683.99 1852346.34 198201.65 1791098.25 2001920.59 200295.21 177370.16 178
test_04021110.00 1741260.00 177660.00 175900.00 193780.00 1923300.00 192210.00 1872040.00 196690.00 1861950.00 193300.00 190810.00 1831620.00 195330.00 182390.00 182
K. test v3877.74 161980.16 164570.46 1691316.85 207813.15 1932565.52 189103.78 1601509.49 187548.33 1731258.90 176219.93 185587.82 1741102.37 188196.30 158310.42 171
DeepC-MVS_fast2190.19 121535.59 1821886.82 186481.89 161847.73 189830.16 1947943.84 220189.23 1862398.83 200691.73 1872341.13 197209.16 182230.25 1461999.25 202360.46 183385.25 181
Andreas Kuhn, Christian Sormann, Mattia Rossi, Oliver Erdler, Friedrich Fraundorfer: DeepC-MVS: Deep Confidence Prediction for Multi-View Stereo Reconstruction. 3DV 2020
TSAR-MVS + GP.1386.84 1801622.84 184678.81 180952.13 194840.17 1955358.21 204170.75 1832650.47 203713.54 1892394.28 200209.42 183855.56 1851854.36 199302.42 179340.71 175
PatchT856.34 160860.99 154842.38 1861290.90 205880.90 196790.30 1511267.30 250579.21 148923.90 193567.40 144662.54 225990.23 190887.56 166779.80 206656.02 191
FPMVS1407.00 1811495.59 1831141.23 195648.01 183893.85 1974124.00 197503.81 2183219.04 205742.72 1922498.84 201157.98 1621727.83 208832.93 165732.98 205802.00 200
JIA-IIPM804.30 157835.64 151710.26 181885.90 190895.90 198455.98 146668.73 2321297.17 1751002.26 2031001.67 170655.98 223756.98 182667.90 158885.21 218477.90 185
RPMNet787.26 156829.13 150661.63 176885.90 190895.90 198455.98 146610.10 2281297.17 1751002.26 2031001.67 170655.98 223611.10 176667.90 158885.21 218477.90 185
ambc999.00 187999.00 195999.00 200999.00 155999.00 243999.00 196999.00 163999.00 238999.00 192999.00 172999.00 224999.00 221
OurMVSNet-221017-0999.00 166999.00 165999.00 187999.00 195999.00 200999.00 155999.00 243999.00 164999.00 196999.00 163999.00 238999.00 192999.00 172999.00 224999.00 221
EPMVS999.00 166999.00 165999.00 187999.00 195999.00 200999.00 155999.00 243999.00 164999.00 196999.00 163999.00 238999.00 192999.00 172999.00 224999.00 221
uanet_test1000.00 1681000.00 1671000.00 1901000.00 1981000.00 2031000.00 1581000.00 2461000.00 1661000.00 1991000.00 1661000.00 2411000.00 1951000.00 1751000.00 2271000.00 224
sosnet1000.00 1681000.00 1671000.00 1901000.00 1981000.00 2031000.00 1581000.00 2461000.00 1661000.00 1991000.00 1661000.00 2411000.00 1951000.00 1751000.00 2271000.00 224
USDC1000.00 1681000.00 1671000.00 1901000.00 1981000.00 2031000.00 1581000.00 2461000.00 1661000.00 1991000.00 1661000.00 2411000.00 1951000.00 1751000.00 2271000.00 224
TinyColmap1000.00 1681000.00 1671000.00 1901000.00 1981000.00 2031000.00 1581000.00 2461000.00 1661000.00 1991000.00 1661000.00 2411000.00 1951000.00 1751000.00 2271000.00 224
COLMAP_ROBcopyleft2144.59 111658.33 1831869.33 1851025.33 1941030.00 2021023.00 2075311.00 203359.00 1983044.00 204937.00 1952892.00 203332.00 1941440.00 2052312.00 204607.00 189613.00 190
Johannes L. Schönberger, Enliang Zheng, Marc Pollefeys, Jan-Michael Frahm: Pixelwise View Selection for Unstructured Multi-View Stereo. ECCV 2016
F-COLMAP1878.17 1842113.11 1871173.33 1981231.00 2031174.00 2086297.00 206392.00 2033356.00 2071087.00 2053082.00 204361.00 1981670.00 2072523.00 206689.00 196676.00 195
PCF-MVS4335.85 202272.23 1902597.03 1931297.84 1991701.20 2121332.37 2098105.11 221451.45 2114031.84 2121099.10 2063966.50 211467.45 2051734.05 2092701.68 208848.94 215827.11 205
Andreas Kuhn, Shan Lin, Oliver Erdler: Plane Completion and Filtering for Multi-View Stereo Reconstruction. GCPR 2019
PLCcopyleft2858.82 162192.92 1882474.00 1911349.67 2001407.00 2081356.00 2107164.00 211475.00 2153970.00 2111237.00 2123765.00 210451.00 2041891.00 2133006.00 209791.00 211802.00 200
Jie Liao, Yanping Fu, Qingan Yan, Chunxia xiao: Pyramid Multi-View Stereo with Local Consistency. Pacific Graphics 2019
OpenMVS_ROBcopyleft1936.51 101959.51 1852224.88 1891163.39 1971253.91 2041434.22 2117065.71 210272.76 1892472.29 2011647.54 2333538.72 207200.37 1771496.48 2062575.17 207997.45 223559.48 187
MVS-HIRNet2125.39 1872452.68 1901143.53 1962938.33 2451446.92 2126083.19 205391.74 2023801.71 2101202.10 2093439.72 205492.73 2071304.35 2043048.25 210676.32 195679.32 196
CMPMVSbinary2623.62 151983.08 1862156.14 1881463.89 2081414.80 2091517.00 2135239.20 202867.40 2373310.30 2061128.70 2073489.90 206366.75 1992030.20 2192427.60 2051160.60 233844.46 207
M. Jancosek, T. Pajdla: Multi-View Reconstruction Preserving Weakly-Supported Surfaces. CVPR 2011
AdaColmapbinary2570.77 1962948.61 1991437.24 2041873.64 2221526.60 2147819.77 218373.97 1994970.45 2201479.29 2204648.46 218525.80 2101904.97 2144150.42 223695.69 201880.14 212
3Dnovator2482.06 142531.17 1942839.56 1971606.00 2091732.00 2161557.00 2158375.00 223483.00 2164370.00 2161371.00 2184200.00 212350.00 1962207.00 2203877.00 218798.00 2121054.00 228
OpenMVScopyleft2352.88 132263.08 1892530.89 1921459.67 2071767.00 2201591.00 2167932.00 219399.00 2043643.00 2081176.00 2083569.00 208297.00 1891927.00 2153302.00 211693.00 200861.00 208
test_0728_SECOND1451.45 2051725.60 2131598.35 2179203.30 227315.86 1932023.43 2163973.88 219620.04 192732.56 197
test07261725.60 2131598.35 2179203.30 227315.86 1935016.02 2221363.85 2154894.28 220387.23 200
SD-MVS2654.53 1973055.56 2021451.45 2051725.60 2131598.35 2179203.30 227315.86 1935016.02 2221363.85 2154894.28 220387.23 2002023.43 2163973.88 219620.04 192732.56 197
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
CHOSEN 280x4202340.81 1912643.03 1941434.14 2012025.55 2291629.36 2206542.40 207412.49 2054219.70 2131547.02 2234328.52 213650.74 2201798.26 2103333.17 212727.72 202874.79 209
CHOSEN 1792x26882340.81 1912643.03 1941434.14 2012025.55 2291629.36 2206542.40 207412.49 2054219.70 2131547.02 2234328.52 213650.74 2201798.26 2103333.17 212727.72 202874.79 209
HyFIR lowres test2340.81 1912643.03 1941434.14 2012025.55 2291629.36 2206542.40 207412.49 2054219.70 2131547.02 2234328.52 213650.74 2201798.26 2103333.17 212727.72 202874.79 209
SteuartSystems-ACMMP2891.50 2013284.78 2041711.67 2131954.00 2231655.00 22310117.00 236445.00 2105102.00 2251375.00 2195126.00 224351.00 1972638.00 2324402.00 226691.00 198842.00 206
Skip Steuart: Steuart Systems R&D Blog.
LF4IMVS2699.50 1993049.67 2011649.00 2111755.00 2171689.00 2248330.00 222464.00 2134997.00 2211528.00 2214763.00 219568.00 2132296.00 2224215.00 224827.00 214962.00 218
tpm23617.85 2084007.23 2102449.73 2262012.71 2251698.05 2257351.19 213869.29 2386132.06 2281588.28 2288007.42 2411281.09 2473888.11 2447472.04 2441351.00 2351763.02 241
tpm cat13617.85 2084007.23 2102449.73 2262012.71 2251698.05 2257351.19 213869.29 2386132.06 2281588.28 2288007.42 2411281.09 2473888.11 2447472.04 2441351.00 2351763.02 241
CostFormer3617.85 2084007.23 2102449.73 2262012.71 2251698.05 2257351.19 213869.29 2386132.06 2281588.28 2288007.42 2411281.09 2473888.11 2447472.04 2441351.00 2351763.02 241
tpm3617.85 2084007.23 2102449.73 2262012.71 2251698.05 2257351.19 213869.29 2386132.06 2281588.28 2288007.42 2411281.09 2473888.11 2447472.04 2441351.00 2351763.02 241
DeepPCF-MVS3452.42 182670.71 1983021.57 2001618.12 2102377.67 2351751.39 2298915.70 226567.44 2264569.74 2181236.84 2114615.63 217513.23 2082291.32 2213515.48 215882.39 217811.66 202
tpmrst2557.50 1952847.12 1981688.66 2121784.08 2211778.25 2307445.50 217342.14 1964471.54 2171534.55 2224382.10 216530.10 2112361.21 2234142.81 222991.22 222926.51 214
DPM-MVS3268.00 2043762.89 2071783.33 2151756.00 2181806.00 23112319.00 239307.00 1916319.00 2331557.00 2265763.00 226302.00 1912609.00 2285061.00 230482.00 187935.00 215
OPM-MVS3268.00 2043762.89 2071783.33 2151756.00 2181806.00 23112319.00 239307.00 1916319.00 2331557.00 2265763.00 226302.00 1912609.00 2285061.00 230482.00 187935.00 215
ZD-MVS1584.00 2101821.00 233378.00 2013721.00 2091231.00 2101833.00 191321.00 1931224.00 2032103.00 203692.00 199
DeepC-MVS3917.13 193155.06 2033601.83 2061814.72 2172515.52 2381941.53 23410432.50 237589.42 2274789.45 2191298.65 2147677.31 239578.35 2142589.53 2263611.78 217923.52 220913.10 213
Andreas Kuhn, Christian Sormann, Mattia Rossi, Oliver Erdler, Friedrich Fraundorfer: DeepC-MVS: Deep Confidence Prediction for Multi-View Stereo Reconstruction. 3DV 2020
DVP-MVS3981.10 2144731.32 2191730.42 2142191.51 2321949.98 23516473.90 247355.33 1977172.90 2441622.98 2327879.79 240434.33 2032428.11 2255762.12 233689.04 197813.18 203
ITE_SJBPF2014.00 2221998.00 2241992.00 236701.00 2335989.00 2271812.00 2373612.00 209650.00 2192852.00 2344601.00 2281195.00 2341198.00 231
3Dnovator+3414.41 173146.67 2023537.00 2051975.67 2192310.00 2332005.00 23710100.00 235626.00 2315753.00 2261803.00 2365179.00 225487.00 2062622.00 2304550.00 2271025.00 2311300.00 232
Vis-MVSNetpermissive2877.42 2003170.00 2031999.67 2211673.00 2112042.00 2388593.00 224474.00 2146452.00 2351268.00 2135125.00 223339.00 1953004.00 2354222.00 225384.00 184953.00 217
Jingyang Zhang, Yao Yao, Shiwei Li, Zixin Luo, Tian Fang: Visibility-aware Multiview Stereo Network. BMVC 2020
TSAR-MVS + MP.3528.01 2074065.89 2141914.35 2182349.10 2342141.30 23912362.70 241417.60 2096717.80 2391759.40 2356497.50 229518.18 2092629.38 2315164.32 232806.40 213972.38 220
Zhenlong Yuan, Jiakai Cao, Zhaoqi Wang, Zhaoxin Li: TSAR-MVS: Textureless-aware Segmentation and Correlative Refinement Guided Multi-View Stereo. Pattern Recognition
MVS_111021_HR3742.80 2124330.34 2151980.20 2202484.31 2372259.52 24014973.80 245515.90 2256500.13 2361949.21 2386146.89 228535.66 2122593.66 2274880.76 229986.37 2211087.43 229
GST-MVS4000.00 2154533.33 2172400.00 2252400.00 2362400.00 2417200.00 2122400.00 2547200.00 2452400.00 2447200.00 2362400.00 2512400.00 2247200.00 2422400.00 2472400.00 246
SED-MVS4062.74 2164671.13 2182237.56 2242643.17 2402465.14 24213996.40 243493.26 2177619.38 2462107.24 2397416.93 238610.24 2173088.29 2406075.14 2391078.39 2321159.26 230
TAPA-MVS6309.84 213374.90 2063806.99 2092078.63 2232535.47 2392499.25 2438816.16 225456.05 2126255.60 2321664.52 2346704.88 231629.95 2182768.38 2336343.93 240856.35 216968.25 219
Andrea Romanoni, Matteo Matteucci: TAPA-MVS: Textureless-Aware PAtchMatch Multi-View Stereo. ICCV 2019
IU-MVS2725.60 2412598.35 244515.86 2217016.02 2402363.85 2405973.88 2351620.04 2411732.56 237
OPU-MVS2451.45 2302725.60 2412598.35 2449203.30 2276894.28 232887.23 2333023.43 2365973.88 2351620.04 2411732.56 237
test_241102_ONE2725.60 2412598.35 244515.86 2217016.02 2402363.85 2406894.28 232887.23 2333023.43 236
MSP-MVS4296.20 2174911.12 2212451.45 2302725.60 2412598.35 24416203.30 246515.86 2217016.02 2402363.85 2406894.28 232887.23 2333023.43 2365973.88 2351620.04 2411732.56 237
OMC-MVS5022.26 2195748.82 2222842.58 2344905.27 2493101.27 24814933.60 244812.24 2369278.40 2472959.29 2478800.17 2451092.24 2453806.30 2437568.54 2481389.60 2391620.18 235
API-MVS4380.83 2184906.56 2202803.67 2333844.00 2473116.00 24913454.00 242901.00 2426511.00 2372794.00 2467365.00 237754.00 2293634.00 2426622.00 2411914.00 2461661.00 236
MAR-MVS3973.16 2134387.92 2162728.86 2323345.27 2463341.39 25011403.90 238798.76 2356555.62 2382569.29 2456514.86 230834.97 2323237.43 2415891.08 2341577.54 2401607.76 233
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
CLD-MVS7338.25 2208341.00 2234330.00 2354902.00 2484991.00 25123318.00 249728.00 23414437.00 2544378.00 24913379.00 250824.00 2315708.00 24811429.00 2541674.00 2452291.00 245
Zhaoxin Li, Wangmeng Zuo, Zhaoqi Wang, Lei Zhang: Confidence-based Large-scale Dense Multi-view Stereo. IEEE Transaction on Image Processing, 2020
LS3D7684.71 2218776.23 2244410.16 2365298.55 2505631.53 25234329.90 2511504.57 25211554.00 2533896.41 24815111.00 251812.19 2305985.63 2493516.20 2162963.23 2481613.31 234
CNLPA10738.67 22711772.44 2307637.33 2379120.00 2528206.00 25322252.00 2482010.00 25324984.00 2557458.00 25122596.00 2532940.00 25210260.00 25411100.00 2533492.00 2494446.00 247
MVEpermissive10021.00 2210550.67 22610002.44 22912195.33 2426242.00 2518768.00 25430896.00 2504451.00 25510331.00 2526247.00 25018296.00 252283.00 18821484.00 2557364.00 2435912.00 2506334.00 248
Simon Fuhrmann, Fabian Langguth, Michael Goesele: MVE - A Multi-View Reconstruction Environment. EUROGRAPHICS Workshops on Graphics and Cultural Heritage (2014)
ZNCC-MVS9999.00 2229999.00 2259999.00 2389999.00 2539999.00 2559999.00 2319999.00 2589999.00 2489999.00 2529999.00 2469999.00 2549999.00 2509999.00 2499999.00 2519999.00 249
UA-Net10000.00 22310000.00 22610000.00 23910000.00 25410000.00 25610000.00 23210000.00 25910000.00 24910000.00 25310000.00 24710000.00 25510000.00 25110000.00 25010000.00 25210000.00 250
uncertanet10000.00 22310000.00 22610000.00 23910000.00 25410000.00 25610000.00 23210000.00 25910000.00 24910000.00 25310000.00 24710000.00 25510000.00 25110000.00 25010000.00 25210000.00 250
uanet10000.00 22310000.00 22610000.00 23910000.00 25410000.00 25610000.00 23210000.00 25910000.00 24910000.00 25310000.00 24710000.00 25510000.00 25110000.00 25010000.00 25210000.00 250
LTVRE_ROB20565.47 2323378.08 22822805.00 23125097.33 24315500.00 25719201.00 25942712.00 2526055.00 25638388.00 25616926.00 25638534.00 2547071.00 25335653.00 25629475.00 25510584.00 25520438.00 254
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 22934443.44 23227094.33 24429249.00 25825246.00 26051144.00 2536705.00 25742886.00 25722888.00 25748534.00 25513263.00 25837507.00 25779298.00 25616024.00 25618530.00 253
114514_t99999.00 23099999.00 23399999.00 24599999.00 25999999.00 26199999.00 25499999.00 26299999.00 25899999.00 25899999.00 25699999.00 25999999.00 25899999.00 25799999.00 25799999.00 255
PHI-MVS99999.00 23099999.00 23399999.00 24599999.00 25999999.00 26199999.00 25499999.00 26299999.00 25899999.00 25899999.00 25699999.00 25999999.00 25899999.00 25799999.00 25799999.00 255
XVG-OURS-SEG-HR999999.00 235999999.00 235999999.00 247999999.00 261999999.00 263999999.00 256999999.00 264999999.00 260999999.00 260999999.00 258999999.00 261999999.00 260999999.00 259999999.00 259999999.00 257
XVG-OURS999999.00 235999999.00 235999999.00 247999999.00 261999999.00 263999999.00 256999999.00 264999999.00 260999999.00 260999999.00 258999999.00 261999999.00 260999999.00 259999999.00 259999999.00 257
XVG-ACMP-BASELINE999999.00 235999999.00 235999999.00 247999999.00 261999999.00 263999999.00 256999999.00 264999999.00 260999999.00 260999999.00 258999999.00 261999999.00 260999999.00 259999999.00 259999999.00 257
cl-mvsnet210000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
miper_ehance_all_eth10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
miper_enhance_ethall10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
cl-mvsnet_10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
cl-mvsnet110000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
eth_miper_zixun_eth10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
testtj10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
ET-MVSNet_ETH3D10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
UniMVSNet_ETH3D10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
miper_lstm_enhance10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
D2MVS10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
test_yl10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
thisisatest053010000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
Anonymous2024052910000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
Anonymous20240521110000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
DCV-MVSNet10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
tttt051710000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
our_test_310000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
thisisatest051510000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
ppachtmachnet_test10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
SMA-MVScopyleft10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
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 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
test_part210000000.00 26410000000.00 26610000000.00 263
test_part110000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
thres100view90010000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
tfpnnormal10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
tfpn200view910000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
cl_fuxian10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
IterMVS-SCA-FT10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
pmmvs610000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
pmmvs510000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
Anonymous2023121110000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
pmmvs-eth3d10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
Anonymous2023120610000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
SCA10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
Patchmatch-test10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
Patchmatch-RL test10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
canonicalmvs10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
anonymousdsp10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
FIs10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
FC-MVSNet-test10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
sosnet-low-res10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
AllTest10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
TestCases10000000.00 25010000000.00 26410000000.00 26610000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
testing_210000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
RRT_MVS10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
HPM-MVS++copyleft10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
XVS10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
pm-mvs110000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
X-MVStestdata10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
APDe-MVS10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
APD-MVS_3200maxsize10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
pmmvs410000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
test-LLR10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
TESTMET0.1,110000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
test-mter10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
testgi10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
test20.0310000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
thres600view710000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
MP-MVScopyleft10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
Rongxuan Tan, Qing Wang, et al.: MP-MVS: Multi-Scale Windows PatchMatch and Planar Prior Multi-View Stereo.
testmvs10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
thres40010000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
test12310000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
thres20010000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
test0.0.03 110000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
pmmvs310000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
EMVS10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
E-PMN10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
PGM-MVS10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
MCST-MVS10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
MVS_Test10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
PMMVS210000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
PM-MVS10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
HQP_MVS10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
plane_prior710000000.00 26410000000.00 266
plane_prior610000000.00 26410000000.00 26610000000.00 264
plane_prior310000000.00 26610000000.00 26310000000.00 263
mPP-MVS10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
DWT-MVSNet_test10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
HPM-MVS_fast10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
RRT_test8_iter0510000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
HPM-MVScopyleft10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
Chunlin Ren, Qingshan Xu, Shikun Zhang, Jiaqi Yang: Hierarchical Prior Mining for Non-local Multi-View Stereo. ICCV 2023
LPG-MVS_test10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
LGP-MVS_train10000000.00 25010000000.00 26410000000.00 26610000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
EPNet_dtu10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
Wanjuan Su, Wenbing Tao: Efficient Edge-Preserving Multi-View Stereo Network for Depth Estimation. AAAI 2023
EPNet10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
Wanjuan Su, Wenbing Tao: Efficient Edge-Preserving Multi-View Stereo Network for Depth Estimation. AAAI 2023
HQP5-MVS10000000.00 266
CNVR-MVS10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
NCCC10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
CP-MVS10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
NP-MVS10000000.00 26410000000.00 26610000000.00 261
CPTT-MVS10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
HQP-MVS10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
IS-MVSNet10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
PAPM_NR10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
PAPR10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
Vis-MVSNet (Re-imp)10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
PatchMatch-RL10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
TDRefinement10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
EPP-MVSNet10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
PMMVS10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
PAPM10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
ACMMPcopyleft10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
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 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
wuyk23d10000000.00 23810000000.00 24110000000.00 25010000000.00 26410000000.00 26610000000.00 25910000000.00 26710000000.00 26310000000.00 26310000000.00 26110000000.00 26410000000.00 26310000000.00 26210000000.00 26210000000.00 260
APD-MVScopyleft1000000000.00 3351000000000.00 3381000000000.00 3491000000000.00 3701000000000.00 3711000000000.00 3611000000000.00 3721000000000.00 3661000000000.00 3671000000000.00 3651000000000.00 3701000000000.00 3671000000000.00 3651000000000.00 3651000000000.00 363
Yuesong Wang, Zhaojie Zeng and etc.: Adaptive Patch Deformation for Textureless-Resilient Multi-View Stereo. CVPR2023
test_241102_TWO515.86 2217016.02 2402363.85 2406894.28 232887.23 2333023.43 2365973.88 2351620.04 2411732.56 237
9.140.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_0728_THIRD5016.02 2221363.85 2154894.28 220387.23 2002023.43 2163973.88 219620.04 192732.56 197
GSMVS10000000.00 260
sam_mvs110000000.00 26410000000.00 260
sam_mvs10000000.00 264
MTGPAbinary10000000.00 267
test_post110000000.00 25910000000.00 26110000000.00 26410000000.00 26310000000.00 262
test_post10000000.00 26110000000.00 26410000000.00 263
patchmatchnet-post10000000.00 26110000000.00 26410000000.00 263
MTMP10000000.00 25910000000.00 267
test9_res0.00 10.00 10.00 1
agg_prior20.00 10.00 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 26710000000.00 26310000000.00 26210000000.00 26210000000.00 260
plane_prior410000000.00 261
plane_prior210000000.00 25910000000.00 263
plane_prior110000000.00 264
n214.20 124
nn1.42 60
door-mid1.42 60
test111.00 55
door99.00 158
HQP-NCC10000000.00 26410000000.00 25910000000.00 26310000000.00 263
ACMP_Plane10000000.00 26410000000.00 25910000000.00 26310000000.00 263
BP-MVS10000000.00 262
HQP4-MVS10000000.00 26310000000.00 26310000000.00 260
HQP3-MVS10000000.00 26710000000.00 262
HQP2-MVS10000000.00 264
ACMMP++_ref10000000.00 262
ACMMP++10000000.00 262
Test By Simon990.00 237