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

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

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

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

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




Method Infoallhigh-res
multi-view
indooroutdoorbotani.boulde.bridgedoorexhibi.lectur.living.loungeobserv.old co.statueterrac.
sorted bysort bysort bysort bysort bysort bysort bysort bysort bysort bysort bysort bysort bysort bysort bysort by
HY-MVS5.90 15.90 1135.90 1145.90 1195.90 1275.90 1275.90 1265.90 1335.90 1275.90 1255.90 1235.90 1275.90 1265.90 1245.90 1275.90 127
ACMH+729.97 2661.38 194754.00 196383.51 199368.96 196376.38 2062483.74 23782.42 1931089.25 218333.39 2041219.68 22366.53 180573.60 222957.86 220184.14 205200.56 203
PMVScopyleft863.65 3957.08 2141054.11 223666.00 228401.00 206495.00 2143790.00 245279.00 2411607.00 238521.00 2221745.00 24090.00 1831105.00 251639.00 207415.00 236398.00 233
Y. Furukawa, J. Ponce: Accurate, dense, and robust multiview stereopsis. PAMI (2010)
IB-MVS872.44 4616.41 192700.96 195362.78 198426.10 208409.25 2091822.69 220124.42 2221186.23 220366.85 2071079.42 219190.60 223451.78 207930.72 219181.59 204227.30 205
Christian Sormann, Mattia Rossi, Andreas Kuhn and Friedrich Fraundorfer: IB-MVS: An Iterative Algorithm for Deep Multi-View Stereo based on Binary Decisions. BMVC 2021
ACMH993.80 5967.92 2151106.11 225553.33 216494.00 211534.00 2163581.00 243136.00 2241585.00 237478.00 2191871.00 24290.00 183839.00 2341460.00 243260.00 222287.00 217
Qingshan Xu and Wenbing Tao: Multi-Scale Geometric Consistency Guided Multi-View Stereo. CVPR 2019
PVSNet1207.94 6829.56 210937.18 213506.69 214645.55 233585.72 2282477.98 236130.52 2231578.29 236509.50 2201460.01 235194.90 225637.19 2291170.78 240267.07 225297.17 218
ACMP1246.57 71086.24 2231235.17 227639.45 223596.53 215639.91 2343904.24 246152.04 2301851.54 242566.58 2281997.95 244138.50 203938.30 2381605.46 245303.70 231340.14 224
Qingshan Xu and Wenbing Tao: Planar Prior Assisted PatchMatch Multi-View Stereo. AAAI 2020
ACMM1311.08 81165.06 2271332.72 230662.07 227584.90 213715.99 2394373.59 250153.99 2321880.27 243709.02 2382316.97 246188.63 222939.89 2391484.30 244302.78 230330.34 223
Qingshan Xu and Wenbing Tao: Multi-Scale Geometric Consistency Guided Multi-View Stereo. CVPR 2019
PVSNet_01661.03 9968.54 2161066.82 224673.70 229706.94 236695.69 2372669.02 241153.52 2312108.17 247605.54 2291679.14 239213.26 233886.75 2371236.76 242229.01 220438.67 234
OpenMVS_ROBcopyleft1936.51 101959.51 2362224.88 2401163.39 2471253.91 2551434.22 2627065.71 260272.76 2402472.29 2511647.54 2853538.72 257200.37 2261496.48 2562575.17 258997.45 275559.48 237
COLMAP_ROBcopyleft2144.59 111658.33 2341869.33 2361025.33 2441030.00 2531023.00 2585311.00 253359.00 2503044.00 254937.00 2452892.00 253332.00 2441440.00 2552312.00 255607.00 239613.00 240
Johannes L. Schönberger, Enliang Zheng, Marc Pollefeys, Jan-Michael Frahm: Pixelwise View Selection for Unstructured Multi-View Stereo. ECCV 2016
DeepC-MVS_fast2190.19 121535.59 2331886.82 237481.89 211847.73 240830.16 2457943.84 270189.23 2372398.83 250691.73 2372341.13 247209.16 231230.25 1801999.25 253360.46 233385.25 231
Andreas Kuhn, Christian Sormann, Mattia Rossi, Oliver Erdler, Friedrich Fraundorfer: DeepC-MVS: Deep Confidence Prediction for Multi-View Stereo Reconstruction. 3DV 2020
OpenMVScopyleft2352.88 132263.08 2402530.89 2431459.67 2571767.00 2711591.00 2677932.00 269399.00 2563643.00 2581176.00 2583569.00 258297.00 2391927.00 2653302.00 263693.00 251861.00 259
3Dnovator2482.06 142531.17 2452839.56 2481606.00 2591732.00 2671557.00 2668375.00 273483.00 2684370.00 2671371.00 2684200.00 262350.00 2462207.00 2703877.00 270798.00 2631054.00 280
CMPMVSbinary2623.62 151983.08 2372156.14 2391463.89 2581414.80 2601517.00 2645239.20 252867.40 2943310.30 2561128.70 2573489.90 256366.75 2492030.20 2692427.60 2561160.60 288844.46 258
M. Jancosek, T. Pajdla: Multi-View Reconstruction Preserving Weakly-Supported Surfaces. CVPR 2011
PLCcopyleft2858.82 162192.92 2392474.00 2421349.67 2501407.00 2591356.00 2617164.00 261475.00 2673970.00 2611237.00 2623765.00 260451.00 2551891.00 2633006.00 261791.00 262802.00 250
Jie Liao, Yanping Fu, Qingan Yan, Chunxia xiao: Pyramid Multi-View Stereo with Local Consistency. Pacific Graphics 2019
3Dnovator+3414.41 173146.67 2543537.00 2571975.67 2702310.00 2852005.00 28910100.00 289626.00 2875753.00 2771803.00 2885179.00 276487.00 2572622.00 2814550.00 2791025.00 2831300.00 287
DeepPCF-MVS3452.42 182670.71 2493021.57 2511618.12 2602377.67 2871751.39 2808915.70 276567.44 2824569.74 2691236.84 2614615.63 267513.23 2592291.32 2713515.48 267882.39 268811.66 252
DeepC-MVS3917.13 193155.06 2553601.83 2581814.72 2682515.52 2901941.53 28510432.50 291589.42 2834789.45 2701298.65 2647677.31 292578.35 2662589.53 2773611.78 269923.52 271913.10 264
Andreas Kuhn, Christian Sormann, Mattia Rossi, Oliver Erdler, Friedrich Fraundorfer: DeepC-MVS: Deep Confidence Prediction for Multi-View Stereo Reconstruction. 3DV 2020
PCF-MVS4335.85 202272.23 2412597.03 2441297.84 2491701.20 2631332.37 2608105.11 271451.45 2634031.84 2621099.10 2563966.50 261467.45 2561734.05 2592701.68 260848.94 266827.11 256
Andreas Kuhn, Shan Lin, Oliver Erdler: Plane Completion and Filtering for Multi-View Stereo Reconstruction. GCPR 2019
TAPA-MVS6309.84 213374.90 2583806.99 2612078.63 2752535.47 2912499.25 3008816.16 275456.05 2646255.60 2831664.52 2866704.88 282629.95 2722768.38 2846343.93 296856.35 267968.25 271
Andrea Romanoni, Matteo Matteucci: TAPA-MVS: Textureless-Aware PAtchMatch Multi-View Stereo. ICCV 2019
MVEpermissive10021.00 2210550.67 28210002.44 28512195.33 2996242.00 3088768.00 31130896.00 3064451.00 31210331.00 3106247.00 30518296.00 309283.00 23821484.00 3137364.00 2995912.00 3056334.00 303
Simon Fuhrmann, Fabian Langguth, Michael Goesele: MVE - A Multi-View Reconstruction Environment. EUROGRAPHICS Workshops on Graphics and Cultural Heritage (2014)
LTVRE_ROB20565.47 2323378.08 28422805.00 28725097.33 30015500.00 31719201.00 31942712.00 3086055.00 31338388.00 31416926.00 31438534.00 3117071.00 30735653.00 31429475.00 31410584.00 31320438.00 312
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
reproduce_monomvs1.48 941.48 951.48 1001.48 1081.48 1081.48 1061.48 1111.48 1071.48 1061.48 1041.48 1061.48 1071.48 1051.48 1051.48 105
mmtdpeth1.48 941.48 951.48 1001.48 1081.48 1081.48 1061.48 1111.48 1071.48 1061.48 1041.48 1061.48 1071.48 1051.48 1051.48 105
reproduce_model1.48 941.48 951.48 1001.48 1081.48 1081.48 1061.48 1111.48 1071.48 1061.48 1041.48 1061.48 1071.48 1051.48 1051.48 105
reproduce-ours1.48 941.48 951.48 1001.48 1081.48 1081.48 1061.48 1111.48 1071.48 1061.48 1041.48 1061.48 1071.48 1051.48 1051.48 105
our_new_method1.48 941.48 951.48 1001.48 1081.48 1081.48 1061.48 1111.48 1071.48 1061.48 1041.48 1061.48 1071.48 1051.48 1051.48 105
mmdepth1.48 941.48 951.48 1001.48 1081.48 1081.48 1061.48 1111.48 1071.48 1061.48 1041.48 1061.48 1071.48 1051.48 1051.48 105
monomultidepth1.48 941.48 951.48 1001.48 1081.48 1081.48 1061.48 1111.48 1071.48 1061.48 1041.48 1061.48 1071.48 1051.48 1051.48 105
mvs5depth1.48 941.48 951.48 1001.48 1081.48 1081.48 1061.48 1111.48 1071.48 1061.48 1041.48 1061.48 1071.48 1051.48 1051.48 105
MVStest11.48 941.48 951.48 1001.48 1081.48 1081.48 1061.48 1111.48 1071.48 1061.48 1041.48 1061.48 1071.48 1051.48 1051.48 105
ttmdpeth1.48 941.48 951.48 1001.48 1081.48 1081.48 1061.48 1111.48 1071.48 1061.48 1041.48 1061.48 1071.48 1051.48 1051.48 105
WBMVS655.88 193770.84 198310.98 193391.79 203353.00 2032280.68 22599.17 2071776.79 240301.20 2001123.23 222187.34 221390.28 202620.39 203156.98 194189.66 200
dongtai360.45 168401.64 170236.89 178303.10 188262.16 193963.12 19272.78 186622.82 190199.37 182708.06 191130.96 199310.90 188506.46 192108.11 180137.60 185
kuosan267.89 163301.05 165168.41 170244.05 181177.28 179667.98 18265.76 183533.41 181157.79 178492.01 177104.69 192226.72 179364.47 17979.31 175101.21 177
MVSMamba_PlusPlus10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
MGCFI-Net10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
testing91347.05 166389.92 168218.43 175275.92 186241.43 187923.71 19171.70 184667.65 192217.04 185629.00 186113.33 195281.39 185495.50 185115.45 182132.47 182
testing11348.86 167393.09 169216.15 174275.24 185239.53 186915.55 19072.35 185679.89 193215.75 184633.79 187118.08 196276.62 184509.56 193117.61 185132.30 181
testing99408.82 175462.15 177248.86 182322.45 191269.42 1941118.93 20673.26 189719.36 196262.28 190772.10 194150.98 205327.08 190601.98 200137.99 189150.07 188
UBG667.82 195787.71 199308.16 192385.94 202327.65 2011718.51 219117.00 2131942.46 245317.12 2021488.73 236183.89 213404.82 204763.70 213172.02 202192.01 202
UWE-MVS387.98 171438.66 174235.93 176349.32 194257.61 1911081.50 20382.45 194637.74 191257.12 189738.54 193134.25 200308.00 186531.93 195135.11 188142.17 186
ETVMVS443.50 181498.07 183279.78 187378.05 200321.57 2001163.68 20887.12 195897.50 208269.81 193822.83 204141.20 204334.53 192568.21 199154.21 191183.26 198
sasdasda10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
testing222430.52 177487.50 181259.56 184379.87 201282.69 1951138.34 20781.30 192880.86 205281.58 194834.27 205135.83 202333.22 191514.90 194140.56 190162.76 191
WB-MVSnew404.84 174458.00 176245.36 180374.70 197320.27 1991193.74 20972.90 187773.77 201238.30 186688.22 19090.05 185308.59 187532.76 196157.54 195107.21 178
fmvsm_l_conf0.5_n_a0.00 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
fmvsm_l_conf0.5_n0.00 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
fmvsm_s_conf0.1_n_a0.00 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
fmvsm_s_conf0.1_n0.00 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
fmvsm_s_conf0.5_n_a0.00 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
fmvsm_s_conf0.5_n0.00 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
MM0.00 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
WAC-MVS248.46 188422.23 181
Syy-MVS370.76 169415.60 172236.25 177310.54 189210.76 184965.13 19398.58 204746.06 198266.26 191788.85 19791.37 186364.76 194357.17 178116.42 183133.22 183
test_fmvsmconf0.1_n0.00 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_fmvsmconf0.01_n0.00 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
myMVS_eth3d390.90 172437.44 173251.28 183310.54 189255.86 190965.13 19398.58 204746.06 198266.26 191788.85 197154.95 206364.76 194490.19 184116.42 183133.22 183
testing3418.10 176469.06 178265.23 185335.69 192290.63 1961240.88 21193.72 199717.99 195215.31 183811.97 203232.41 235358.74 193458.67 183114.88 181146.32 187
SSC-MVS320.23 165364.09 167188.66 172260.78 183193.84 181975.93 19573.11 188596.72 186185.29 180589.02 18374.47 181246.01 182427.42 18294.06 178126.12 180
test_fmvsmconf_n0.00 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
WB-MVS316.44 164357.41 166193.51 173257.06 182213.32 185914.45 18949.03 182600.77 187186.42 181634.00 18875.03 182251.35 183411.39 18088.55 177115.87 179
test_fmvsmvis_n_19200.00 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
dmvs_re10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
SDMVSNet10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
dmvs_testset10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
sd_testset10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
test_fmvsm_n_19200.00 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_cas_vis1_n_19200.00 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_vis1_n_19200.00 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_vis1_n0.00 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_fmvs1_n0.00 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
mvsany_test10.00 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
APD_test10.00 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_vis1_rt0.00 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_vis3_rt0.00 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_fmvs20.00 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_fmvs10.00 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_fmvs30.00 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
mvsany_test30.00 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
testf10.00 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
APD_test20.00 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_f0.00 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
FE-MVS207.10 160234.26 162125.61 168180.34 177153.23 178635.64 18130.05 175378.38 177127.68 176377.08 17448.95 176154.43 176266.67 17563.56 17269.18 173
FA-MVS(test-final)261.15 161293.29 163164.72 169236.23 180199.99 183800.05 18742.35 180475.87 179155.47 177470.67 17658.49 177205.24 178319.44 17681.03 17688.93 174
balanced_conf0310000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
MonoMVSNet10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
patch_mono-210000.00 27610000.00 27910000.00 29310000.00 31110000.00 31310000.00 28310000.00 31610000.00 30410000.00 30810000.00 30110000.00 30910000.00 30610000.00 30610000.00 30710000.00 305
EGC-MVSNET2819.75 2513096.89 2541988.33 2723105.00 3022241.00 2929480.00 281640.00 2884209.00 2631583.00 2784740.00 269547.00 2642797.00 2852644.00 259924.00 272927.00 266
test250610000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
test111110000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
ECVR-MVScopyleft10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
test_blank10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
tt080510000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
DVP-MVS++3981.10 2664731.32 2711730.42 2642191.51 2831949.98 28616473.90 302355.33 2487172.90 2951622.98 2837879.79 293434.33 2532428.11 2755762.12 285689.04 247813.18 253
FOURS12643.17 2922465.14 29513996.40 297493.26 2697619.38 2982107.24 291
MSC_two_6792asdad2237.56 2762643.17 2922465.14 295493.26 2693088.29 2926075.14 2921078.39 2841159.26 282
PC_three_14527619.38 2982107.24 2917416.93 289610.24 2693088.29 2926075.14 2921078.39 2841159.26 282
No_MVS2237.56 2762643.17 2922465.14 295493.26 2693088.29 2926075.14 2921078.39 2841159.26 282
test_one_06012643.17 2922465.14 295493.26 2697619.38 2982107.24 2917416.93 289610.24 269
eth-test21.42 84
eth-test10000000.00 324
GeoE19.41 13622.09 13811.37 14117.21 15211.30 15050.50 1544.30 13233.60 15111.70 15044.50 1517.30 13718.90 15122.60 1497.10 1373.90 124
test_method18.29 13520.89 13710.50 14015.00 15013.00 15255.00 1553.00 13134.00 15211.50 14832.50 1465.00 12613.50 14927.00 1505.00 1265.00 126
Anonymous2024052110000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
h-mvs330.30 360.30 370.30 410.30 480.30 480.30 480.30 490.30 480.30 470.30 450.30 470.30 480.30 460.30 460.30 46
hse-mvs20.30 360.30 370.30 410.30 480.30 480.30 480.30 490.30 480.30 470.30 450.30 470.30 480.30 460.30 460.30 46
CL-MVSNet_self_test0.30 360.30 370.30 410.30 480.30 480.30 480.30 490.30 480.30 470.30 450.30 470.30 480.30 460.30 460.30 46
KD-MVS_2432*16001.30 691.30 701.30 751.30 821.30 831.30 811.30 841.30 821.30 811.30 791.30 811.30 821.30 801.30 801.30 80
KD-MVS_self_test0.60 570.60 570.60 610.60 680.60 680.60 690.60 690.60 680.60 670.60 650.60 670.60 680.60 650.60 670.60 66
AUN-MVS0.30 360.30 370.30 410.30 480.30 480.30 480.30 490.30 480.30 470.30 450.30 470.30 480.30 460.30 460.30 46
ZD-MVS1584.00 2611821.00 284378.00 2533721.00 2591231.00 2601833.00 241321.00 2431224.00 2532103.00 254692.00 250
SR-MVS-dyc-post11.55 13311.55 13511.55 14211.55 14911.55 15111.55 14811.55 15711.55 14911.55 14911.55 14411.55 15111.55 14811.55 14611.55 14911.55 148
RE-MVS-def610.10 191610.10 219610.10 232610.10 179610.10 284610.10 188610.10 231610.10 184610.10 267610.10 201610.10 240610.10 238
SED-MVS4062.74 2694671.13 2702237.56 2762643.17 2922465.14 29513996.40 297493.26 2697619.38 2982107.24 2917416.93 289610.24 2693088.29 2926075.14 2921078.39 2841159.26 282
IU-MVS2725.60 2972598.35 301515.86 2777016.02 2912363.85 2955973.88 2881620.04 2961732.56 292
OPU-MVS2451.45 2842725.60 2972598.35 3019203.30 2776894.28 283887.23 2873023.43 2885973.88 2881620.04 2961732.56 292
test_241102_TWO515.86 2777016.02 2912363.85 2956894.28 283887.23 2873023.43 2885973.88 2881620.04 2961732.56 292
test_241102_ONE2725.60 2972598.35 301515.86 2777016.02 2912363.85 2956894.28 283887.23 2873023.43 288
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
cl2210000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
miper_ehance_all_eth10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
miper_enhance_ethall10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
ZNCC-MVS9999.00 2759999.00 2789999.00 2929999.00 3109999.00 3129999.00 2829999.00 3159999.00 3039999.00 3079999.00 3009999.00 3089999.00 3059999.00 3059999.00 3069999.00 304
dcpmvs_210000.00 27610000.00 27910000.00 29310000.00 31110000.00 31310000.00 28310000.00 31610000.00 30410000.00 30810000.00 30110000.00 30910000.00 30610000.00 30610000.00 30710000.00 305
cl____10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
DIV-MVS_self_test10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
eth_miper_zixun_eth10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
9.140.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
uanet_test1000.00 2191000.00 2181000.00 2401000.00 2491000.00 2541000.00 1991000.00 3031000.00 2131000.00 2491000.00 2131000.00 2951000.00 2451000.00 2251000.00 2791000.00 276
DCPMVS10000.00 27610000.00 27910000.00 29310000.00 31110000.00 31310000.00 28310000.00 31610000.00 30410000.00 30810000.00 30110000.00 30910000.00 30610000.00 30610000.00 30710000.00 305
save fliter0.00 10.00 10.00 10.00 10.00 1
ET-MVSNet_ETH3D10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
UniMVSNet_ETH3D10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
EIA-MVS0.62 580.62 590.62 620.62 690.62 690.62 700.62 700.62 690.62 680.62 660.62 680.62 690.62 660.62 680.62 67
miper_refine_blended1.30 691.30 701.30 751.30 821.30 831.30 811.30 841.30 821.30 811.30 791.30 811.30 821.30 801.30 801.30 80
miper_lstm_enhance10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
ETV-MVS0.62 580.62 590.62 620.62 690.62 690.62 700.62 700.62 690.62 680.62 660.62 680.62 690.62 660.62 680.62 67
CS-MVS0.62 580.62 590.62 620.62 690.62 690.62 700.62 700.62 690.62 680.62 660.62 680.62 690.62 660.62 680.62 67
D2MVS10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
DVP-MVScopyleft3981.10 2664731.32 2711730.42 2642191.51 2831949.98 28616473.90 302355.33 2487172.90 2951622.98 2837879.79 293434.33 2532428.11 2755762.12 285689.04 247813.18 253
Zhenlong Yuan, Jinguo Luo, Fei Shen, Zhaoxin Li, Cong Liu, Tianlu Mao, Zhaoqi Wang: DVP-MVS: Synergize Depth-Edge and Visibility Prior for Multi-View Stereo. AAAI2025
test_0728_THIRD5016.02 2731363.85 2654894.28 271387.23 2502023.43 2663973.88 271620.04 242732.56 247
test_0728_SECOND1451.45 2551725.60 2641598.35 2689203.30 277315.86 2442023.43 2663973.88 271620.04 242732.56 247
test07261725.60 2641598.35 2689203.30 277315.86 2445016.02 2731363.85 2654894.28 271387.23 250
SR-MVS610.10 189610.10 191610.10 222610.10 219610.10 232610.10 179610.10 284610.10 188610.10 231610.10 184610.10 267610.10 225610.10 201610.10 240610.10 238
DPM-MVS3268.00 2563762.89 2591783.33 2661756.00 2691806.00 28212319.00 293307.00 2426319.00 2841557.00 2765763.00 277302.00 2412609.00 2795061.00 282482.00 237935.00 267
GST-MVS4000.00 2684533.33 2692400.00 2792400.00 2882400.00 2947200.00 2622400.00 3117200.00 2972400.00 2997200.00 2872400.00 3052400.00 2747200.00 2982400.00 3022400.00 301
test_yl10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
thisisatest053010000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
Anonymous2024052910000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
Anonymous20240521110000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
DCV-MVSNet10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
tttt051710000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
our_test_310000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
thisisatest051510000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
ppachtmachnet_test10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
SMA-MVScopyleft10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
Yufeng Yin; Xiaoyan Liu; Zichao Zhang: SMA-MVS: Segmentation-Guided Multi-Scale Anchor Deformation Patch Multi-View Stereo. IEEE Transactions on Circuits and Systems for Video Technology
GSMVS10000000.00 318
DPE-MVScopyleft10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
Kehua Chen, Zhenlong Yuan, Tianlu Mao, Zhaoqi Wang: Dual-Level Precision Edges Guided Multi-View Stereo with Accurate Planarization. AAAI2025
test_part210000000.00 32410000000.00 32610000000.00 321
thres100view90010000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
tfpnnormal10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
tfpn200view910000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
c3_l10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
CHOSEN 280x4202340.81 2422643.03 2451434.14 2512025.55 2801629.36 2716542.40 257412.49 2574219.70 2641547.02 2734328.52 263650.74 2741798.26 2603333.17 264727.72 253874.79 260
CANet110.62 145124.04 14770.34 15282.03 16174.27 164325.54 16425.25 162207.16 16069.28 162194.38 15727.53 15895.79 166147.76 16037.43 15540.97 165
Fast-Effi-MVS+-dtu0.44 540.44 550.44 590.44 660.44 660.44 660.44 670.44 660.44 650.44 630.44 650.44 660.44 640.44 640.44 64
Effi-MVS+-dtu0.59 560.61 580.53 600.68 740.53 670.53 670.68 750.68 740.53 660.53 640.68 730.53 670.68 720.53 650.53 65
CANet_DTU110.62 145124.04 14770.34 15282.03 16174.27 164325.54 16425.25 162207.16 16069.28 162194.38 15727.53 15895.79 166147.76 16037.43 15540.97 165
MVS_03040.00 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
MP-MVS-pluss833433.63 2881111219.60 29475.70 15574.28 15973.29 162284.50 16011.35 155238.58 16465.86 160255.35 17214.55 153115.69 17410000000.00 32131.94 15338.12 159
MP-MVS-pluss: MP-MVS-pluss. MP-MVS-pluss
MSP-MVS4296.20 2704911.12 2742451.45 2842725.60 2972598.35 30116203.30 301515.86 2777016.02 2912363.85 2956894.28 283887.23 2873023.43 2885973.88 2881620.04 2961732.56 292
Zhenlong Yuan, Cong Liu, Fei Shen, Zhaoxin Li, Jingguo luo, Tianlu Mao and Zhaoqi Wang: MSP-MVS: Multi-granularity Segmentation Prior Guided Multi-View Stereo. AAAI2025
sam_mvs110000000.00 32110000000.00 318
sam_mvs10000000.00 321
IterMVS-SCA-FT10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
TSAR-MVS + MP.3528.01 2594065.89 2661914.35 2692349.10 2862141.30 29112362.70 295417.60 2616717.80 2901759.40 2876497.50 280518.18 2602629.38 2825164.32 284806.40 264972.38 272
Zhenlong Yuan, Jiakai Cao, Zhaoqi Wang, Zhaoxin Li: TSAR-MVS: Textureless-aware Segmentation and Correlative Refinement Guided Multi-View Stereo. Pattern Recognition
xiu_mvs_v1_base_debu10.28 12310.28 12510.28 13010.28 13810.28 14010.28 13810.28 14510.28 13910.28 13810.28 13410.28 14010.28 13810.28 13610.28 13910.28 138
OPM-MVS3268.00 2563762.89 2591783.33 2661756.00 2691806.00 28212319.00 293307.00 2426319.00 2841557.00 2765763.00 277302.00 2412609.00 2795061.00 282482.00 237935.00 267
Ray L. Khuboni, Hongjun Xu: Octagram Propagation Matching for Multi-Scale View Stereopsis (OPM-MVS).
ACMMP_NAP118.81 148133.18 15075.70 15574.28 15973.29 162284.50 16011.35 155238.58 16465.86 160255.35 17214.55 153115.69 174222.18 17431.94 15338.12 159
ambc999.00 237999.00 246999.00 251999.00 196999.00 300999.00 246999.00 210999.00 292999.00 242999.00 222999.00 276999.00 273
MTGPAbinary10000000.00 327
CS-MVS-test0.62 580.62 590.62 620.62 690.62 690.62 700.62 700.62 690.62 680.62 660.62 680.62 690.62 660.62 680.62 67
Effi-MVS+0.58 550.56 560.62 620.53 670.62 690.53 670.53 680.53 670.62 680.62 660.53 660.62 690.62 660.53 650.62 67
xiu_mvs_v2_base10.28 12310.28 12510.28 13010.28 13810.28 14010.28 13810.28 14510.28 13910.28 13810.28 13410.28 14010.28 13810.28 13610.28 13910.28 138
xiu_mvs_v1_base10.28 12310.28 12510.28 13010.28 13810.28 14010.28 13810.28 14510.28 13910.28 13810.28 13410.28 14010.28 13810.28 13610.28 13910.28 138
new-patchmatchnet766.12 198859.03 203487.38 213595.68 214536.14 2172346.27 227142.51 2271488.08 227422.43 2081361.32 227163.65 210628.60 2271003.74 229207.61 210297.41 219
pmmvs610000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
pmmvs510000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
test_post110000000.00 31510000000.00 31810000000.00 32110000000.00 32110000000.00 321
test_post10000000.00 31810000000.00 32110000000.00 321
Fast-Effi-MVS+0.41 530.40 420.41 580.41 650.41 650.41 650.35 540.41 650.41 640.41 620.41 640.41 650.41 630.41 630.41 63
patchmatchnet-post10000000.00 31810000000.00 32110000000.00 321
Anonymous2023121110000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
pmmvs-eth3d10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
GG-mvs-BLEND596.01 220611.29 221600.33 229790.30 184513.12 275552.71 224567.40 178662.54 279531.67 209503.93 188779.80 257656.02 241
xiu_mvs_v1_base_debi10.28 12310.28 12510.28 13010.28 13810.28 14010.28 13810.28 14510.28 13910.28 13810.28 13410.28 14010.28 13810.28 13610.28 13910.28 138
Anonymous2023120610000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
MTAPA833442.10 2891111233.77 29567.09 15165.59 15864.81 161284.50 16010000000.00 327219.97 16359.62 159229.89 16712.72 152103.00 172203.67 17327.93 15233.46 151
MTMP10000000.00 31510000000.00 327
gm-plane-assit611.29 221600.33 229579.21 182567.40 178531.67 209503.93 188
test9_res0.00 10.00 10.00 1
MVP-Stereo473.58 182533.67 184293.33 188376.00 198318.00 1971461.00 21496.00 200835.00 203290.00 198804.00 20097.00 188383.00 200688.00 211156.00 192179.00 196
Qingsong Yan: MVP-Stereo: A Parallel Multi-View Patchmatch Stereo Method with Dilation Matching for Photogrammetric Application.
TEST90.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
train_agg0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
gg-mvs-nofinetune594.69 188605.37 190562.67 217617.29 225500.33 215772.30 183413.12 260579.21 182552.71 224567.40 178662.54 279531.67 209503.93 188779.80 257656.02 241
SCA10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
Patchmatch-test10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
test_80.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
MS-PatchMatch473.58 182533.67 184293.33 188376.00 198318.00 1971461.00 21496.00 200835.00 203290.00 198804.00 20097.00 188383.00 200688.00 211156.00 192179.00 196
Patchmatch-RL test10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
cdsmvs_eth3d_5k10.28 12310.28 12510.28 13010.28 13810.28 14010.28 13810.28 14510.28 13910.28 13810.28 13410.28 14010.28 13810.28 13610.28 13910.28 138
pcd_1.5k_mvsjas10.28 12310.28 12510.28 13010.28 13810.28 14010.28 13810.28 14510.28 13910.28 13810.28 13410.28 14010.28 13810.28 13610.28 13910.28 138
agg_prior20.00 10.00 10.00 1
agg_prior0.00 10.00 10.00 10.00 10.00 1
tmp_tt371.08 170412.78 171246.00 181231.00 179197.00 1821293.00 213376.00 252756.00 200609.00 23071.00 152106.00 193195.00 177102.00 158171.00 201346.00 226
canonicalmvs10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
anonymousdsp10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
alignmvs2.00 1042.00 1052.00 1102.00 1182.00 1182.00 1162.00 1212.00 1172.00 1162.00 1142.00 1162.00 1172.00 1152.00 1152.00 115
nrg0302.00 1042.00 1052.00 1102.00 1182.00 1182.00 1162.00 1212.00 1172.00 1162.00 1142.00 1162.00 1172.00 1152.00 1152.00 115
v1441920.40 410.40 420.40 460.40 530.40 530.40 530.40 550.40 530.40 520.40 500.40 520.40 530.40 510.40 510.40 51
FIs10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
v19219200.40 410.40 420.40 460.40 530.40 530.40 530.40 550.40 530.40 520.40 500.40 520.40 530.40 510.40 510.40 51
UA-Net10000.00 27610000.00 27910000.00 29310000.00 31110000.00 31310000.00 28310000.00 31610000.00 30410000.00 30810000.00 30110000.00 30910000.00 30610000.00 30610000.00 30710000.00 305
v11920.40 410.40 420.40 460.40 530.40 530.40 530.40 550.40 530.40 520.40 500.40 520.40 530.40 510.40 510.40 51
FC-MVSNet-test10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
v11440.40 410.40 420.40 460.40 530.40 530.40 530.40 550.40 530.40 520.40 500.40 520.40 530.40 510.40 510.40 51
sosnet-low-res10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
HFP-MVS0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
v1480.40 410.40 420.40 460.40 530.40 530.40 530.40 550.40 530.40 520.40 500.40 520.40 530.40 510.40 510.40 51
sosnet1000.00 2191000.00 2181000.00 2401000.00 2491000.00 2541000.00 1991000.00 3031000.00 2131000.00 2491000.00 2131000.00 2951000.00 2451000.00 2251000.00 2791000.00 276
uncertanet10000.00 27610000.00 27910000.00 29310000.00 31110000.00 31310000.00 28310000.00 31610000.00 30410000.00 30810000.00 30110000.00 30910000.00 30610000.00 30610000.00 30710000.00 305
AllTest10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
TestCases10000000.00 30710000000.00 32410000000.00 32610000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
v7n0.40 410.40 420.40 460.40 530.40 530.40 530.40 550.40 530.40 520.40 500.40 520.40 530.40 510.40 510.40 51
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
RRT-MVS10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
mamv410000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
PS-MVSNAJss10.28 12310.28 12510.28 13010.28 13810.28 14010.28 13810.28 14510.28 13910.28 13810.28 13410.28 14010.28 13810.28 13610.28 13910.28 138
PS-MVSNAJ10.28 12310.28 12510.28 13010.28 13810.28 14010.28 13810.28 14510.28 13910.28 13810.28 13410.28 14010.28 13810.28 13610.28 13910.28 138
jajsoiax10.28 12310.28 12510.28 13010.28 13810.28 14010.28 13810.28 14510.28 13910.28 13810.28 13410.28 14010.28 13810.28 13610.28 13910.28 138
mvs_tets10.28 12310.28 12510.28 13010.28 13810.28 14010.28 13810.28 14510.28 13910.28 13810.28 13410.28 14010.28 13810.28 13610.28 13910.28 138
EI-MVSNet-UG-set1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
EI-MVSNet-Vis-set1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
HPM-MVS++copyleft10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
test_prior40.00 10.00 1
XVS10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
v12400.40 410.40 420.40 460.40 530.40 530.40 530.40 550.40 530.40 520.40 500.40 520.40 530.40 510.40 510.40 51
pm-mvs110000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
test_prior20.00 10.00 10.00 10.00 10.00 10.00 10.00 1
X-MVStestdata10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
test_prior0.00 10.00 10.00 10.00 10.00 10.00 1
旧先验20.00 10.00 10.00 10.00 10.00 1
新几何20.00 1
新几何10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
旧先验10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
无先验0.00 10.00 10.00 10.00 10.00 10.00 1
原ACMM20.00 1
原ACMM10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test2220.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
testdata20.00 10.00 1
segment_acmp0.00 1
testdata0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
testdata10.00 10.00 1
v80.40 410.40 420.40 460.40 530.40 530.40 530.40 550.40 530.40 520.40 500.40 520.40 530.40 510.40 510.40 51
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
LFMVS2.00 1042.00 1052.00 1102.00 1182.00 1182.00 1162.00 1212.00 1172.00 1162.00 1142.00 1162.00 1172.00 1152.00 1152.00 115
VDD-MVS2.00 1042.00 1052.00 1102.00 1182.00 1182.00 1162.00 1212.00 1172.00 1162.00 1142.00 1162.00 1172.00 1152.00 1152.00 115
VDDNet2.00 1042.00 1052.00 1102.00 1182.00 1182.00 1162.00 1212.00 1172.00 1162.00 1142.00 1162.00 1172.00 1152.00 1152.00 115
v100.40 410.40 420.40 460.40 530.40 530.40 530.40 550.40 530.40 520.40 500.40 520.40 530.40 510.40 510.40 51
VPNet2.00 1042.00 1052.00 1102.00 1182.00 1182.00 1162.00 1212.00 1172.00 1162.00 1142.00 1162.00 1172.00 1152.00 1152.00 115
MVS0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
v2v4820.40 410.40 420.40 460.40 530.40 530.40 530.40 550.40 530.40 520.40 500.40 520.40 530.40 510.40 510.40 51
V420.40 410.40 420.40 460.40 530.40 530.40 530.40 550.40 530.40 520.40 500.40 520.40 530.40 510.40 510.40 51
SD-MVS2654.53 2483055.56 2531451.45 2551725.60 2641598.35 2689203.30 277315.86 2445016.02 2731363.85 2654894.28 271387.23 2502023.43 2663973.88 271620.04 242732.56 247
Zhenlong Yuan, Jiakai Cao, Zhaoxin Li, Hao Jiang and Zhaoqi Wang: SD-MVS: Segmentation-driven Deformation Multi-View Stereo with Spherical Refinement and EM optimization. AAAI2024
GA-MVS0.40 410.40 420.40 460.40 530.40 530.40 530.40 550.40 530.40 520.40 500.40 520.40 530.40 510.40 510.40 51
MSLP-MVS++1242.93 2281411.08 231738.48 233712.71 237712.68 2384168.17 248136.50 2252276.40 249613.28 2332368.60 249161.61 2091130.38 2521964.54 252297.88 228372.39 229
APDe-MVScopyleft10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
Zhaojie Zeng, Yuesong Wang, Tao Guan: Matching Ambiguity-Resilient Multi-View Stereo via Adaptive Patch Deformation. Pattern Recognition
APD-MVS_3200maxsize10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
ADS-MVSNet2443.33 179482.84 179324.79 196434.94 209387.73 2071110.57 20487.69 196887.02 206282.92 195779.29 19598.57 190422.76 205502.40 186162.19 199163.87 192
EI-MVSNet1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
Regformer1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
CVMVSNet1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
pmmvs410000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
EU-MVSNet1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
VNet2.00 1042.00 1052.00 1102.00 1182.00 1182.00 1162.00 1212.00 1172.00 1162.00 1142.00 1162.00 1172.00 1152.00 1152.00 115
test-LLR10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
TESTMET0.1,110000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
test-mter10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
VPA-MVSNet2.00 1042.00 1052.00 1102.00 1182.00 1182.00 1162.00 1212.00 1172.00 1162.00 1142.00 1162.00 1172.00 1152.00 1152.00 115
ACMMPR1296.60 2301480.82 233743.96 234899.25 243763.47 2424305.47 249143.90 2282530.94 252683.99 2352346.34 248201.65 2281098.25 2501920.59 251295.21 227370.16 228
testgi10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
test20.0310000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
thres600view710000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
ADS-MVSNet443.33 179482.84 179324.79 196434.94 209387.73 2071110.57 20487.69 196887.02 206282.92 195779.29 19598.57 190422.76 205502.40 186162.19 199163.87 192
MP-MVScopyleft10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
Rongxuan Tan, Qing Wang, et al.: MP-MVS: Multi-Scale Windows PatchMatch and Planar Prior Multi-View Stereo.
testmvs10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
thres40010000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
test12310000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
thres20010000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
test0.0.03 110000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
pmmvs310000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
EMVS10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
E-PMN10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
PGM-MVS10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
LCM-MVSNet-Re0.89 650.89 660.89 700.89 770.89 770.89 770.89 780.89 770.89 760.89 740.89 760.89 770.89 750.89 750.89 75
LCM-MVSNet0.37 400.36 410.37 450.37 520.37 520.37 520.32 530.37 520.37 510.37 490.37 510.37 520.37 500.37 500.37 50
MCST-MVS10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
mvs_anonymous774.90 200882.28 206452.77 202636.50 226537.20 2182348.80 228120.30 2141504.30 228474.40 2121371.10 228186.90 214564.70 2151078.90 232219.30 212256.40 206
MVS_Test10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
MDA-MVSNet-bldmvs1.20 661.20 671.20 721.20 791.20 801.20 781.20 811.20 791.20 781.20 761.20 781.20 791.20 771.20 771.20 77
CDPH-MVS6.66 1226.66 1236.66 1286.66 1366.66 1366.66 1356.66 1426.66 1366.66 1346.66 1326.66 1366.66 1356.66 1336.66 1366.66 136
test120.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
casdiffmvspermissive774.90 200882.28 206452.77 202636.50 226537.20 2182348.80 228120.30 2141504.30 228474.40 2121371.10 228186.90 214564.70 2151078.90 232219.30 212256.40 206
Fangjinhua Wang, Qingshan Xu, Yew-Soon Ong, Marc Pollefeys: Lightweight and Accurate Multi-View Stereo With Confidence-Aware Diffusion Model. IEEE T-PAMI 2025
diffmvspermissive774.90 200882.28 206452.77 202636.50 226537.20 2182348.80 228120.30 2141504.30 228474.40 2121371.10 228186.90 214564.70 2151078.90 232219.30 212256.40 206
Fangjinhua Wang, Qingshan Xu, Yew-Soon Ong, Marc Pollefeys: Lightweight and Accurate Multi-View Stereo With Confidence-Aware Diffusion Model. IEEE T-PAMI 2025
baseline2774.90 200882.28 206452.77 202636.50 226537.20 2182348.80 228120.30 2141504.30 228474.40 2121371.10 228186.90 214564.70 2151078.90 232219.30 212256.40 206
baseline1774.90 200882.28 206452.77 202636.50 226537.20 2182348.80 228120.30 2141504.30 228474.40 2121371.10 228186.90 214564.70 2151078.90 232219.30 212256.40 206
YYNet11.20 661.20 671.20 721.20 791.20 801.20 781.20 811.20 791.20 781.20 761.20 781.20 791.20 771.20 771.20 77
PMMVS210000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
MDA-MVSNet_test_wron1.20 661.20 671.20 721.20 791.20 801.20 781.20 811.20 791.20 781.20 761.20 781.20 791.20 771.20 771.20 77
tpmvs501.65 185567.42 187304.33 191395.39 204356.32 2041512.04 217216.53 239994.15 210350.16 205804.16 202119.38 197380.98 197555.14 198159.87 197175.69 195
PM-MVS10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
HQP_MVS10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
plane_prior710000000.00 32410000000.00 326
plane_prior610000000.00 32410000000.00 32610000000.00 321
plane_prior510000000.00 32710000000.00 32110000000.00 32110000000.00 32010000000.00 318
plane_prior410000000.00 318
plane_prior310000000.00 32610000000.00 32110000000.00 321
plane_prior210000000.00 31510000000.00 321
plane_prior110000000.00 324
plane_prior1.00 782.00 1162.00 1172.00 115
PS-CasMVS1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
UniMVSNet_NR-MVSNet1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
PEN-MVS1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
TransMVSNet (Re)1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
DTE-MVSNet1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
DU-MVS1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
UniMVSNet (Re)1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
CP-MVSNet1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
WR-MVS_H1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
WR-MVS1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
NR-MVSNet1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
Baseline_NR-MVSNet1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
TranMVSNet+NR-MVSNet1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
TSAR-MVS + GP.1386.84 2311622.84 235678.81 230952.13 245840.17 2465358.21 254170.75 2342650.47 253713.54 2392394.28 250209.42 232855.56 2351854.36 250302.42 229340.71 225
n214.20 158
nn1.42 86
mPP-MVS10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
door-mid1.42 86
XVG-OURS-SEG-HR999999.00 290999999.00 291999999.00 304999999.00 321999999.00 323999999.00 312999999.00 324999999.00 318999999.00 318999999.00 315999999.00 318999999.00 318999999.00 318999999.00 317999999.00 315
mvsmamba10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
MVSFormer1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
jason1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
jason: jason.
lupinMVS1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
test_djsdf1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
HPM-MVS_fast10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
K. test v3877.74 212980.16 215570.46 2191316.85 258813.15 2442565.52 239103.78 2091509.49 235548.33 2231258.90 224219.93 234587.82 2241102.37 239196.30 207310.42 221
lessismore_v0569.20 218667.25 235644.68 23596.45 202428.86 2101514.17 237204.21 230756.58 2311061.60 231197.79 208306.34 220
SixPastTwentyTwo773.62 199869.37 205486.35 212603.45 216547.15 2262532.14 238106.92 2101434.95 226428.08 2091360.56 226165.15 211628.96 228984.09 221209.01 211282.94 216
OurMVSNet-221017-0999.00 217999.00 216999.00 237999.00 246999.00 251999.00 196999.00 300999.00 211999.00 246999.00 210999.00 292999.00 242999.00 222999.00 276999.00 273
HPM-MVScopyleft10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
Chunlin Ren, Qingshan Xu, Shikun Zhang, Jiaqi Yang: Hierarchical Prior Mining for Non-local Multi-View Stereo. ICCV 2023
XVG-OURS999999.00 290999999.00 291999999.00 304999999.00 321999999.00 323999999.00 312999999.00 324999999.00 318999999.00 318999999.00 315999999.00 318999999.00 318999999.00 318999999.00 317999999.00 315
XVG-ACMP-BASELINE999999.00 290999999.00 291999999.00 304999999.00 321999999.00 323999999.00 312999999.00 324999999.00 318999999.00 318999999.00 315999999.00 318999999.00 318999999.00 318999999.00 317999999.00 315
casdiffmvs_mvgpermissive774.90 200882.28 206452.77 202636.50 226537.20 2182348.80 228120.30 2141504.30 228474.40 2121371.10 228186.90 214564.70 2151078.90 232219.30 212256.40 206
Fangjinhua Wang, Qingshan Xu, Yew-Soon Ong, Marc Pollefeys: Lightweight and Accurate Multi-View Stereo With Confidence-Aware Diffusion Model. IEEE T-PAMI 2025
LPG-MVS_test10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
LGP-MVS_train10000000.00 30710000000.00 32410000000.00 32610000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
baseline774.90 200882.28 206452.77 202636.50 226537.20 2182348.80 228120.30 2141504.30 228474.40 2121371.10 228186.90 214564.70 2151078.90 232219.30 212256.40 206
test111.00 79
door99.00 206
EPNet_dtu10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
Wanjuan Su, Wenbing Tao: Efficient Edge-Preserving Multi-View Stereo Network for Depth Estimation. AAAI 2023
CHOSEN 1792x26882340.81 2422643.03 2451434.14 2512025.55 2801629.36 2716542.40 257412.49 2574219.70 2641547.02 2734328.52 263650.74 2741798.26 2603333.17 264727.72 253874.79 260
EPNet10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
Wanjuan Su, Wenbing Tao: Efficient Edge-Preserving Multi-View Stereo Network for Depth Estimation. AAAI 2023
HQP5-MVS10000000.00 326
HQP-NCC10000000.00 32410000000.00 31510000000.00 32110000000.00 321
ACMP_Plane10000000.00 32410000000.00 31510000000.00 32110000000.00 321
APD-MVScopyleft1000000000.00 4021000000000.00 4051000000000.00 4181000000000.00 4431000000000.00 4431000000000.00 4291000000000.00 4431000000000.00 4361000000000.00 4371000000000.00 4341000000000.00 4391000000000.00 4371000000000.00 4361000000000.00 4351000000000.00 433
Yuesong Wang, Zhaojie Zeng and etc.: Adaptive Patch Deformation for Textureless-Resilient Multi-View Stereo. CVPR2023
BP-MVS10000000.00 321
HQP4-MVS10000000.00 32110000000.00 32110000000.00 318
HQP3-MVS10000000.00 32710000000.00 320
HQP2-MVS10000000.00 321
CNVR-MVS10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
NCCC10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
114514_t99999.00 28699999.00 28999999.00 30299999.00 31999999.00 32199999.00 31099999.00 32299999.00 31699999.00 31699999.00 31399999.00 31699999.00 31699999.00 31699999.00 31599999.00 313
CP-MVS10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
DSMNet-mixed131.33 156143.00 15896.33 16799.00 16681.00 167201.00 15745.00 181335.00 17699.00 175251.00 17138.00 171110.00 173120.00 15999.00 17998.00 175
tpm23617.85 2604007.23 2622449.73 2802012.71 2761698.05 2767351.19 263869.29 2956132.06 2791588.28 2798007.42 2951281.09 3013888.11 2997472.04 3001351.00 2901763.02 296
NP-MVS10000000.00 32410000000.00 32610000000.00 318
EG-PatchMatch MVS437.03 178493.12 182268.77 186264.80 184260.20 1921491.80 21698.00 203723.20 197238.80 187722.40 19263.10 178382.00 198629.00 204207.00 209164.10 194
tpm cat13617.85 2604007.23 2622449.73 2802012.71 2761698.05 2767351.19 263869.29 2956132.06 2791588.28 2798007.42 2951281.09 3013888.11 2997472.04 3001351.00 2901763.02 296
SteuartSystems-ACMMP2891.50 2533284.78 2561711.67 2631954.00 2741655.00 27410117.00 290445.00 2625102.00 2761375.00 2695126.00 275351.00 2472638.00 2834402.00 278691.00 249842.00 257
Skip Steuart: Steuart Systems R&D Blog.
CostFormer3617.85 2604007.23 2622449.73 2802012.71 2761698.05 2767351.19 263869.29 2956132.06 2791588.28 2798007.42 2951281.09 3013888.11 2997472.04 3001351.00 2901763.02 296
CR-MVSNet612.36 190617.81 193596.01 220611.29 221600.33 229790.30 184513.12 275579.21 182552.71 224567.40 178662.54 279531.67 209503.93 188779.80 257656.02 241
JIA-IIPM804.30 208835.64 201710.26 231885.90 241895.90 249455.98 177668.73 2891297.17 2221002.26 2531001.67 217655.98 277756.98 232667.90 208885.21 269477.90 235
Patchmtry1090.75 2241198.88 226766.38 2351290.90 256485.90 2132423.98 2351267.30 3071297.17 222923.90 243923.40 2081215.54 300990.23 240667.90 208779.80 257823.02 255
PatchT856.34 211860.99 204842.38 2361290.90 256880.90 247790.30 1841267.30 307579.21 182923.90 243567.40 178662.54 279990.23 240887.56 217779.80 257656.02 241
tpmrst2557.50 2462847.12 2491688.66 2621784.08 2721778.25 2817445.50 267342.14 2474471.54 2681534.55 2724382.10 266530.10 2622361.21 2734142.81 274991.22 274926.51 265
BH-w/o40.00 13740.00 13940.00 14540.00 15340.00 15440.00 15040.00 17640.00 15340.00 15340.00 14740.00 17240.00 15340.00 15140.00 16540.00 161
tpm3617.85 2604007.23 2622449.73 2802012.71 2761698.05 2767351.19 263869.29 2956132.06 2791588.28 2798007.42 2951281.09 3013888.11 2997472.04 3001351.00 2901763.02 296
DELS-MVS514.57 186587.73 189295.12 190343.03 193328.09 2021540.48 218116.22 212988.59 209325.44 203906.22 207119.86 198365.72 196788.60 214161.09 198191.55 201
Christian Sormann, Emanuele Santellani, Mattia Rossi, Andreas Kuhn, Friedrich Fraundorfer: DELS-MVS: Deep Epipolar Line Search for Multi-View Stereo. Winter Conference on Applications of Computer Vision (WACV), 2023
BH-untuned40.00 13740.00 13940.00 14540.00 15340.00 15440.00 15040.00 17640.00 15340.00 15340.00 14740.00 17240.00 15340.00 15140.00 16540.00 161
RPMNet787.26 207829.13 200661.63 226885.90 241895.90 249455.98 177610.10 2841297.17 2221002.26 2531001.67 217655.98 277611.10 226667.90 208885.21 269477.90 235
MVSTER890.06 2131005.91 222542.52 215736.13 238653.90 2362616.56 240145.22 2291692.10 239555.69 2271554.72 238266.25 236660.02 2301219.66 241266.84 224313.64 222
CPTT-MVS10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
GBi-Net44.67 14149.24 14330.96 14447.53 15747.57 158126.09 1568.00 14376.99 15726.09 15273.50 15311.27 15030.55 15261.12 15512.58 15014.75 149
PVSNet_Blended_VisFu136.90 157155.40 15981.40 164111.00 17496.20 168407.00 17425.90 165251.60 16685.10 172240.50 16837.00 16899.90 169199.80 17040.70 16948.10 168
PVSNet_BlendedMVS136.90 157155.40 15981.40 164111.00 17496.20 168407.00 17425.90 165251.60 16685.10 172240.50 16837.00 16899.90 169199.80 17040.70 16948.10 168
UnsupCasMVSNet_eth5.90 1135.90 1145.90 1195.90 1275.90 1275.90 1265.90 1335.90 1275.90 1255.90 1235.90 1275.90 1265.90 1245.90 1275.90 127
UnsupCasMVSNet_bld5.90 1135.90 1145.90 1195.90 1275.90 1275.90 1265.90 1335.90 1275.90 1255.90 1235.90 1275.90 1265.90 1245.90 1275.90 127
PVSNet_Blended136.90 157155.40 15981.40 164111.00 17496.20 168407.00 17425.90 165251.60 16685.10 172240.50 16837.00 16899.90 169199.80 17040.70 16948.10 168
FMVSNet5124.76 149140.93 15176.26 157107.44 167100.17 171329.88 16727.12 168259.44 16974.30 165204.34 16030.74 16192.41 159196.98 16338.15 15836.19 152
test1124.76 149140.93 15176.26 157107.44 167100.17 171329.88 16727.12 168259.44 16974.30 165204.34 16030.74 16192.41 159196.98 16338.15 15836.19 152
new_pmnet88.14 14398.62 14456.70 14998.14 16456.07 159246.79 15815.37 160148.06 15850.77 157143.13 15423.35 15662.65 15793.26 15668.71 17351.38 171
FMVSNet3124.76 149140.93 15176.26 157107.44 167100.17 171329.88 16727.12 168259.44 16974.30 165204.34 16030.74 16192.41 159196.98 16338.15 15836.19 152
dp87.20 142113.80 1467.42 12910.50 1488.88 137298.82 1632.70 130510.35 1807.79 135172.93 1563.37 1259.16 13614.00 1473.71 1254.23 125
FMVSNet2124.76 149140.93 15176.26 157107.44 167100.17 171329.88 16727.12 168259.44 16974.30 165204.34 16030.74 16192.41 159196.98 16338.15 15836.19 152
FMVSNet1124.76 149140.93 15176.26 157107.44 167100.17 171329.88 16727.12 168259.44 16974.30 165204.34 16030.74 16192.41 159196.98 16338.15 15836.19 152
N_pmnet88.14 14398.62 14456.70 14998.14 16456.07 159246.79 15815.37 160148.06 15850.77 157143.13 15423.35 15662.65 15793.26 15668.71 17351.38 171
cascas2.00 1042.00 1052.00 1102.00 1182.00 1182.00 1162.00 1212.00 1172.00 1162.00 1142.00 1162.00 1172.00 1152.00 1152.00 115
BH-RMVSNet40.00 13740.00 13940.00 14540.00 15340.00 15440.00 15040.00 17640.00 15340.00 15340.00 14740.00 17240.00 15340.00 15140.00 16540.00 161
UGNet110.62 145124.04 14770.34 15282.03 16174.27 164325.54 16425.25 162207.16 16069.28 162194.38 15727.53 15895.79 166147.76 16037.43 15540.97 165
Wanjuan Su, Qingshan Xu, Wenbing Tao: Uncertainty-guided Multi-view Stereo Network for Depth Estimation. IEEE Transactions on Circuits and Systems for Video Technology, 2022
WTY-MVS5.90 1135.90 1145.90 1195.90 1275.90 1275.90 1265.90 1335.90 1275.90 1255.90 1235.90 1275.90 1265.90 1245.90 1275.90 127
XXY-MVS15.00 13415.00 13615.00 14315.00 15015.00 15315.00 14915.00 15915.00 15015.00 15115.00 14515.00 15515.00 15015.00 14815.00 15115.00 150
EC-MVSNet0.62 580.62 590.62 620.62 690.62 690.62 700.62 700.62 690.62 680.62 660.62 680.62 690.62 660.62 680.62 67
sss5.90 1135.90 1145.90 1195.90 1275.90 1275.90 1265.90 1335.90 1275.90 1255.90 1235.90 1275.90 1265.90 1245.90 1275.90 127
Test_1112_low_res5.90 1135.90 1145.90 1195.90 1275.90 1275.90 1265.90 1335.90 1275.90 1255.90 1235.90 1275.90 1265.90 1245.90 1275.90 127
1112_ss5.90 1135.90 1145.90 1195.90 1275.90 1275.90 1265.90 1335.90 1275.90 1255.90 1235.90 1275.90 1265.90 1245.90 1275.90 127
ab-mvs-re5.90 1135.90 1145.90 1195.90 1275.90 1275.90 1265.90 1335.90 1275.90 1255.90 1235.90 1275.90 1265.90 1245.90 1275.90 127
ab-mvs5.90 1135.90 1145.90 1195.90 1275.90 1275.90 1265.90 1335.90 1275.90 1255.90 1235.90 1275.90 1265.90 1245.90 1275.90 127
TR-MVS40.00 13740.00 13940.00 14540.00 15340.00 15440.00 15040.00 17640.00 15340.00 15340.00 14740.00 17240.00 15340.00 15140.00 16540.00 161
MDTV_nov1_ep13_2view9.99 1389.99 1369.99 1379.99 1369.99 1389.99 1349.99 137
MDTV_nov1_ep139.99 1249.99 1379.99 1389.99 1369.99 1449.99 1379.99 1369.99 1339.99 1389.99 1379.99 1349.99 138
MIMVSNet1124.76 149140.93 15176.26 157107.44 167100.17 171329.88 16727.12 168259.44 16974.30 165204.34 16030.74 16192.41 159196.98 16338.15 15836.19 152
MIMVSNet124.76 149140.93 15176.26 157107.44 167100.17 171329.88 16727.12 168259.44 16974.30 165204.34 16030.74 16192.41 159196.98 16338.15 15836.19 152
IterMVS-LS758.94 197856.56 202466.10 210606.60 217546.80 2252309.90 226122.20 2211402.80 225463.50 2111348.20 225192.60 224574.60 2231028.60 230234.60 221276.90 215
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Marc Pollefeys: IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo.
CDS-MVSNet0.88 630.88 640.88 680.88 750.88 750.88 750.88 760.88 750.88 740.88 720.88 740.88 750.88 730.88 730.88 73
Khang Truong Giang, Soohwan Song, Sungho Jo: Curvature-guided dynamic scale networks for Multi-view Stereo. ICLR 2022
ACMMP++_ref10000000.00 320
IterMVS615.05 191691.66 194385.23 200516.40 212454.80 2121863.80 221102.10 2081142.20 219364.10 2061093.20 221135.00 201480.40 208826.90 215181.20 203220.50 204
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Marc Pollefeys: IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo.
DP-MVS Recon516.25 187581.17 188321.48 195361.02 195429.00 2111995.36 22378.48 191796.20 202283.32 197796.02 19996.78 187382.98 199636.72 206186.66 206152.46 189
MVS_111021_LR1136.45 2261298.72 229649.64 224756.17 239726.26 2403785.94 244138.15 2262190.64 248629.63 2342064.39 245165.45 212874.83 2361678.43 248279.70 226347.82 227
DP-MVS264.78 162296.02 164171.04 171191.70 178183.96 180827.10 18878.36 190438.24 178176.64 179435.12 17565.04 179230.52 181334.02 177117.96 18698.64 176
ACMMP++10000000.00 320
HQP-MVS10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
QAPM0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
Vis-MVSNetpermissive2877.42 2523170.00 2551999.67 2731673.00 2622042.00 2908593.00 274474.00 2666452.00 2861268.00 2635125.00 274339.00 2453004.00 2874222.00 277384.00 234953.00 269
Jingyang Zhang, Yao Yao, Shiwei Li, Zixin Luo, Tian Fang: Visibility-aware Multiview Stereo Network. BMVC 2020
MVS-HIRNet2125.39 2382452.68 2411143.53 2462938.33 3011446.92 2636083.19 255391.74 2543801.71 2601202.10 2593439.72 255492.73 2581304.35 2543048.25 262676.32 245679.32 246
IS-MVSNet10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
HyFIR lowres test2340.81 2422643.03 2451434.14 2512025.55 2801629.36 2716542.40 257412.49 2574219.70 2641547.02 2734328.52 263650.74 2741798.26 2603333.17 264727.72 253874.79 260
EPMVS999.00 217999.00 216999.00 237999.00 246999.00 251999.00 196999.00 300999.00 211999.00 246999.00 210999.00 292999.00 242999.00 222999.00 276999.00 273
PAPM_NR10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
TAMVS0.88 630.88 640.88 680.88 750.88 750.88 750.88 760.88 750.88 740.88 720.88 740.88 750.88 730.88 730.88 73
PAPR10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
RPSCF394.81 173445.63 175242.35 179276.55 187253.63 1891207.27 21090.69 198715.56 194241.57 188684.87 189111.96 194320.02 189548.38 197133.81 187153.39 190
Vis-MVSNet (Re-imp)10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
test_04021110.00 2251260.00 228660.00 225900.00 244780.00 2433300.00 242210.00 2382040.00 246690.00 2361950.00 243300.00 240810.00 2331620.00 246330.00 232390.00 232
MVS_111021_HR3742.80 2644330.34 2671980.20 2712484.31 2892259.52 29314973.80 300515.90 2816500.13 2871949.21 2906146.89 279535.66 2632593.66 2784880.76 281986.37 2731087.43 281
CSCG826.03 209963.29 214414.24 201421.52 207426.11 2102230.35 224179.52 2351827.44 241733.43 241933.12 209281.25 237545.23 2131800.35 249262.64 223271.38 214
PatchMatch-RL10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
API-MVS4380.83 2714906.56 2732803.67 2873844.00 3043116.00 30613454.00 296901.00 2996511.00 2882794.00 3017365.00 288754.00 2833634.00 2976622.00 2971914.00 3011661.00 291
Test By Simon990.00 291
TDRefinement10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
USDC1000.00 2191000.00 2181000.00 2401000.00 2491000.00 2541000.00 1991000.00 3031000.00 2131000.00 2491000.00 2131000.00 2951000.00 2451000.00 2251000.00 2791000.00 276
EPP-MVSNet10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
PMMVS10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
PAPM10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
ACMMPcopyleft10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
Qingshan Xu, Weihang Kong, Wenbing Tao, Marc Pollefeys: Multi-Scale Geometric Consistency Guided and Planar Prior Assisted Multi-View Stereo. IEEE Transactions on Pattern Analysis and Machine Intelligence
CNLPA10738.67 28311772.44 2867637.33 2919120.00 3098206.00 31022252.00 3042010.00 31024984.00 3137458.00 30622596.00 3102940.00 30610260.00 31211100.00 3123492.00 3044446.00 302
PatchmatchNetpermissive492.52 184551.22 186316.40 194400.20 205357.90 2051277.10 212115.80 2111034.60 217315.90 201874.00 206155.10 207402.20 203629.50 205158.80 196189.10 199
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Pablo Speciale, Marc Pollefeys: PatchmatchNet: Learned Multi-View Patchmatch Stereo.
PHI-MVS99999.00 28699999.00 28999999.00 30299999.00 31999999.00 32199999.00 31099999.00 32299999.00 31699999.00 31699999.00 31399999.00 31699999.00 31699999.00 31699999.00 31599999.00 313
F-COLMAP1878.17 2352113.11 2381173.33 2481231.00 2541174.00 2596297.00 256392.00 2553356.00 2571087.00 2553082.00 254361.00 2481670.00 2572523.00 257689.00 246676.00 245
ANet_high10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
wuyk23d10000000.00 29310000000.00 29610000000.00 30710000000.00 32410000000.00 32610000000.00 31510000000.00 32710000000.00 32110000000.00 32110000000.00 31810000000.00 32110000000.00 32110000000.00 32110000000.00 32010000000.00 318
OMC-MVS5022.26 2725748.82 2752842.58 2884905.27 3063101.27 30514933.60 299812.24 2939278.40 3022959.29 3028800.17 2991092.24 2993806.30 2987568.54 3041389.60 2941620.18 290
MG-MVS1256.50 2291432.00 232730.00 232610.00 218760.00 2414720.00 251169.00 2331920.00 244723.00 2402510.00 252201.00 2271050.00 2491645.00 247390.00 235380.00 230
AdaColmapbinary2570.77 2472948.61 2501437.24 2541873.64 2731526.60 2657819.77 268373.97 2514970.45 2711479.29 2704648.46 268525.80 2611904.97 2644150.42 275695.69 252880.14 263
uanet10000.00 27610000.00 27910000.00 29310000.00 31110000.00 31310000.00 28310000.00 31610000.00 30410000.00 30810000.00 30110000.00 30910000.00 30610000.00 30610000.00 30710000.00 305
ITE_SJBPF2014.00 2741998.00 2751992.00 288701.00 2905989.00 2781812.00 2893612.00 259650.00 2732852.00 2864601.00 2801195.00 2891198.00 286
DeepMVS_CXcopyleft1.00 711.00 781.00 781.00 791.00 781.00 771.00 751.00 771.00 781.00 761.00 761.00 76
TinyColmap1000.00 2191000.00 2181000.00 2401000.00 2491000.00 2541000.00 1991000.00 3031000.00 2131000.00 2491000.00 2131000.00 2951000.00 2451000.00 2251000.00 2791000.00 276
MAR-MVS3973.16 2654387.92 2682728.86 2863345.27 3033341.39 30711403.90 292798.76 2926555.62 2892569.29 3006514.86 281834.97 2863237.43 2965891.08 2871577.54 2951607.76 288
Zhenyu Xu, Yiguang Liu, Xuelei Shi, Ying Wang, Yunan Zheng: MARMVS: Matching Ambiguity Reduced Multiple View Stereo for Efficient Large Scale Scene Reconstruction. CVPR 2020
LF4IMVS2699.50 2503049.67 2521649.00 2611755.00 2681689.00 2758330.00 272464.00 2654997.00 2721528.00 2714763.00 270568.00 2652296.00 2724215.00 276827.00 265962.00 270
MSDG32606.17 28534443.44 28827094.33 30129249.00 31825246.00 32051144.00 3096705.00 31442886.00 31522888.00 31548534.00 31213263.00 31537507.00 31579298.00 31516024.00 31418530.00 311
LS3D7684.71 2748776.23 2774410.16 2905298.55 3075631.53 30934329.90 3071504.57 30911554.00 3113896.41 30315111.00 308812.19 2845985.63 3043516.20 2682963.23 3031613.31 289
CLD-MVS7338.25 2738341.00 2764330.00 2894902.00 3054991.00 30823318.00 305728.00 29114437.00 3124378.00 30413379.00 307824.00 2855708.00 30311429.00 3131674.00 3002291.00 300
Zhaoxin Li, Wangmeng Zuo, Zhaoqi Wang, Lei Zhang: Confidence-based Large-scale Dense Multi-view Stereo. IEEE Transaction on Image Processing, 2020
FPMVS1407.00 2321495.59 2341141.23 245648.01 234893.85 2484124.00 247503.81 2743219.04 255742.72 2422498.84 251157.98 2081727.83 258832.93 216732.98 256802.00 250
Gipumacopyleft689.75 196767.00 197458.00 209613.00 224549.00 2271943.00 222187.00 2361230.00 221518.00 2211092.00 220203.00 229564.00 214892.00 218225.00 219261.00 213
S. Galliani, K. Lasinger, K. Schindler: Massively Parallel Multiview Stereopsis by Surface Normal Diffusion. ICCV 2015