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 1695.90 1705.90 1755.90 1835.90 1835.90 1825.90 1895.90 1835.90 1815.90 1795.90 1835.90 1825.90 1805.90 1835.90 183
ACMH+729.97 2661.38 288754.00 290383.51 294368.96 293376.38 3012483.74 33382.42 2931089.25 310333.39 3011219.68 31666.53 278573.60 318957.86 316184.14 307200.56 304
PMVScopyleft863.65 3957.08 3151054.11 324666.00 330401.00 306495.00 3163790.00 348279.00 3431607.00 334521.00 3241745.00 34090.00 2811105.00 354639.00 296415.00 339398.00 335
Y. Furukawa, J. Ponce: Accurate, dense, and robust multiview stereopsis. PAMI (2010)
IB-MVS872.44 4616.41 285700.96 288362.78 293426.10 310409.25 3061822.69 313124.42 3241186.23 313366.85 3061079.42 310190.60 325451.78 300930.72 314181.59 306227.30 307
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 3161106.11 326553.33 317494.00 313534.00 3183581.00 346136.00 3261585.00 333478.00 3211871.00 34390.00 281839.00 3361460.00 345260.00 324287.00 319
Qingshan Xu and Wenbing Tao: Multi-Scale Geometric Consistency Guided Multi-View Stereo. CVPR 2019
PVSNet1207.94 6829.56 310937.18 311506.69 315645.55 336585.72 3312477.98 332130.52 3251578.29 332509.50 3221460.01 329194.90 327637.19 3261170.78 338267.07 327297.17 320
ACMP1246.57 71086.24 3251235.17 329639.45 325596.53 318639.91 3373904.24 349152.04 3321851.54 342566.58 3301997.95 345138.50 302938.30 3411605.46 348303.70 333340.14 326
Qingshan Xu and Wenbing Tao: Planar Prior Assisted PatchMatch Multi-View Stereo. AAAI 2020
ACMM1311.08 81165.06 3291332.72 332662.07 329584.90 316715.99 3424373.59 353153.99 3341880.27 343709.02 3402316.97 348188.63 324939.89 3421484.30 346302.78 332330.34 325
Qingshan Xu and Wenbing Tao: Multi-Scale Geometric Consistency Guided Multi-View Stereo. CVPR 2019
PVSNet_01661.03 9968.54 3171066.82 325673.70 331706.94 339695.69 3402669.02 339153.52 3332108.17 349605.54 3311679.14 337213.26 335886.75 3391236.76 343229.01 322438.67 337
OpenMVS_ROBcopyleft1936.51 101959.51 3382224.88 3421163.39 3491253.91 3581434.22 3657065.71 363272.76 3422472.29 3541647.54 3873538.72 360200.37 3281496.48 3592575.17 361997.45 378559.48 340
COLMAP_ROBcopyleft2144.59 111658.33 3361869.33 3381025.33 3461030.00 3561023.00 3615311.00 356359.00 3523044.00 357937.00 3472892.00 355332.00 3461440.00 3582312.00 358607.00 342613.00 343
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 3351886.82 339481.89 312847.73 343830.16 3487943.84 373189.23 3392398.83 353691.73 3392341.13 349209.16 333230.25 2641999.25 356360.46 335385.25 333
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 3422530.89 3451459.67 3591767.00 3741591.00 3707932.00 372399.00 3583643.00 3621176.00 3603569.00 361297.00 3411927.00 3683302.00 366693.00 354861.00 362
3Dnovator2482.06 142531.17 3472839.56 3501606.00 3611732.00 3701557.00 3698375.00 376483.00 3714370.00 3711371.00 3704200.00 365350.00 3482207.00 3733877.00 373798.00 3661054.00 383
CMPMVSbinary2623.62 151983.08 3392156.14 3411463.89 3601414.80 3631517.00 3675239.20 355867.40 3973310.30 3601128.70 3593489.90 359366.75 3512030.20 3722427.60 3591160.60 391844.46 361
M. Jancosek, T. Pajdla: Multi-View Reconstruction Preserving Weakly-Supported Surfaces. CVPR 2011
PLCcopyleft2858.82 162192.92 3412474.00 3441349.67 3521407.00 3621356.00 3647164.00 364475.00 3703970.00 3651237.00 3643765.00 363451.00 3571891.00 3663006.00 364791.00 365802.00 353
Jie Liao, Yanping Fu, Qingan Yan, Chunxia xiao: Pyramid Multi-View Stereo with Local Consistency. Pacific Graphics 2019
3Dnovator+3414.41 173146.67 3563537.00 3591975.67 3722310.00 3882005.00 39210100.00 392626.00 3905753.00 3811803.00 3905179.00 379487.00 3592622.00 3844550.00 3821025.00 3861300.00 390
DeepPCF-MVS3452.42 182670.71 3513021.57 3531618.12 3622377.67 3901751.39 3838915.70 379567.44 3854569.74 3731236.84 3634615.63 370513.23 3612291.32 3743515.48 370882.39 371811.66 355
DeepC-MVS3917.13 193155.06 3573601.83 3601814.72 3702515.52 3931941.53 38810432.50 394589.42 3864789.45 3741298.65 3667677.31 395578.35 3682589.53 3803611.78 372923.52 374913.10 367
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 3432597.03 3461297.84 3511701.20 3661332.37 3638105.11 374451.45 3664031.84 3661099.10 3583966.50 364467.45 3581734.05 3622701.68 363848.94 369827.11 359
Andreas Kuhn, Shan Lin, Oliver Erdler: Plane Completion and Filtering for Multi-View Stereo Reconstruction. GCPR 2019
TAPA-MVS6309.84 213374.90 3603806.99 3632078.63 3772535.47 3942499.25 4038816.16 378456.05 3676255.60 3871664.52 3886704.88 385629.95 3742768.38 3876343.93 399856.35 370968.25 374
Andrea Romanoni, Matteo Matteucci: TAPA-MVS: Textureless-Aware PAtchMatch Multi-View Stereo. ICCV 2019
MVEpermissive10021.00 2210550.67 38410002.44 38712195.33 4026242.00 4128768.00 41530896.00 4134451.00 41610331.00 4146247.00 40818296.00 412283.00 34021484.00 4177364.00 4025912.00 4096334.00 407
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 38622805.00 38925097.33 40315500.00 42119201.00 42342712.00 4156055.00 41738388.00 41816926.00 41738534.00 4147071.00 41035653.00 41829475.00 41710584.00 41720438.00 416
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
PatchmatchNet2copyleft400.00 304400.00 305400.00 239400.00 359400.00 261
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Pablo Speciale, Marc Pollefeys: PatchmatchNet: Learned Multi-View Patchmatch Stereo. CVPR 2021
PatchmatchNet1copyleft400.00 265400.00 338400.00 336
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Pablo Speciale, Marc Pollefeys: PatchmatchNet: Learned Multi-View Patchmatch Stereo. CVPR 2021
PatchmatchNet3copyleft400.00 294
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Pablo Speciale, Marc Pollefeys: PatchmatchNet: Learned Multi-View Patchmatch Stereo. CVPR 2021
VLMVS39.38 19339.70 19538.39 20143.20 21341.62 21435.73 20639.21 26635.81 20946.46 21742.92 20731.86 25336.19 20946.03 21136.10 23437.37 235
PRO-TEST10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
test-26052499999.00 42399999.00 42599999.00 42699999.00 41999999.00 41999999.00 42099999.00 41999999.00 419
RoMa-HiRes1034.45 3241193.62 327556.95 318500.36 314544.88 3273519.53 34561.60 2802201.60 351461.12 3122254.28 34760.98 275906.83 3401523.88 347159.21 297219.15 305
DKM-HiRes889.49 3131027.58 323475.22 311423.85 309483.27 3143121.07 34352.45 2791928.03 345389.91 3081854.07 34250.60 272758.69 3341297.31 344130.95 285183.70 297
ArgMatch-Sym628.95 286725.61 289338.98 292319.80 283348.01 2972161.93 31934.42 2641349.94 319274.47 2861311.17 31835.52 255536.43 308953.83 31589.37 267132.49 273
PMatch-Up-SfM815.39 307940.33 312440.56 300382.27 299431.17 3112810.50 34146.03 2761754.44 338360.71 3041728.19 33844.08 268722.27 3311214.00 340122.78 283168.24 291
onestephybrid010.00 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
viewmambapermissive0.00 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
PMatch-SfM784.39 304906.45 310418.23 299363.55 292413.41 3082750.56 34042.96 2731663.64 336341.27 3021653.81 33642.46 267676.23 3291182.18 339117.60 279165.06 290
DenseAffine716.23 292826.00 295386.90 296338.46 286383.55 3022528.22 33439.18 2651519.44 331321.65 2981502.70 33238.50 260629.37 3251046.88 32799.01 271147.77 281
ArgMatch-SfM559.81 279646.64 285299.29 282273.31 274302.88 2861966.31 31632.78 2611178.38 312242.47 2781172.35 31531.59 252476.65 301841.50 31081.11 265118.35 268
MASt3R-SfM432.55 266498.24 272235.48 263246.34 269235.93 2731447.80 30432.85 262924.84 297196.39 269881.24 29733.31 254367.13 286643.29 29778.11 262103.39 264
hybridnocas070.00 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
Casviewmambapermissive0.00 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
dtuonlycased0.00 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
dtuonly0.00 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
dtuplus0.00 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
SIFT-UM-Cal75.41 20185.83 20344.16 20852.44 21548.43 218255.64 2207.90 201154.54 22035.49 209135.89 2147.20 19362.85 218106.86 21916.47 21021.20 209
SIFT-NCM-Cal72.17 20081.80 20243.26 20753.17 21647.34 216241.27 2177.46 199147.21 21735.86 210128.70 2138.51 19662.68 21799.13 21714.93 20819.77 207
SIFT-CM-Cal70.81 19980.73 20141.07 20653.36 21745.50 215238.80 2167.63 200146.46 21636.86 211124.25 2128.43 19557.83 21496.77 21613.98 20719.87 208
SIFT-PCN-Cal76.63 20286.39 20447.35 20986.31 23148.76 219235.08 21517.15 239145.29 21538.11 212117.96 21118.08 23464.06 21995.58 21523.97 21929.22 214
SIFT-NN-UMatch155.66 239177.77 24189.32 244115.42 25393.92 244530.76 25915.24 236312.03 25572.31 244292.83 25416.40 232130.90 253213.19 25331.76 23043.14 247
SIFT-NN-NCMNet145.54 235166.42 23782.90 241115.73 25492.94 242527.19 25814.03 230285.84 25065.69 234256.06 24616.30 230118.43 250188.39 23628.57 22737.34 234
SIFT-NN-CMatch150.38 237170.73 23889.34 245103.45 24093.34 243519.87 25613.80 228302.14 25268.52 239285.65 25016.39 231137.95 255198.09 24628.65 22836.72 233
SIFT-NN-PointCN174.29 240198.81 242100.73 248135.35 256113.50 258588.55 26024.71 244355.74 25777.37 252290.44 25227.16 240142.66 257248.71 25541.29 25346.03 248
XFeat-NN131.69 225151.90 22871.09 22176.28 22377.98 235462.62 25012.91 226268.06 24660.69 228251.04 24315.36 225105.71 238196.16 23823.96 21829.58 215
ALIKED-NN136.32 228155.63 23478.38 23689.85 23386.60 240481.11 25214.33 234272.35 24864.19 232256.34 24715.34 224112.39 244182.65 23524.52 22036.15 224
SP-NN125.71 222143.74 22571.61 22278.54 22565.10 224441.23 24511.20 217269.24 24755.66 225233.01 23512.24 213116.45 248171.30 23021.23 21233.27 220
SIFT-NN140.61 234162.76 23674.19 225102.05 23979.09 236496.97 25312.66 224286.61 25164.13 231266.77 24815.98 227109.53 241193.75 23725.88 22233.96 222
hybridcas0.00 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
GLUNet-SfM453.02 271518.66 273256.09 273234.58 266255.96 2791607.37 31033.24 263947.74 299191.46 268875.86 29530.56 244398.99 293672.82 30274.28 261113.32 266
PDCNetPlus580.74 280670.05 286312.81 287293.01 279325.34 2932012.58 31840.24 2711291.32 315244.73 2791126.48 31440.08 265476.71 302892.02 31390.03 268136.37 277
hybrid0.00 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
RoMa-SfM821.88 308947.65 313444.57 301404.53 307436.79 3122814.72 34248.36 2771757.60 339367.99 3071743.22 33950.35 271719.59 3301218.12 341123.95 284177.32 293
DKM753.27 293870.09 302402.84 297361.88 290411.34 3072666.28 33843.92 2741620.97 335327.84 3001561.61 33542.38 266642.06 3271096.20 336109.69 273155.12 285
ELoFTR243.08 244276.98 246141.35 252143.08 257138.37 259830.03 27320.10 240509.87 264106.57 257483.70 26017.51 233225.37 262341.57 26140.42 24960.32 254
MatchFormer330.86 252378.56 254187.76 257176.61 260188.47 2661141.98 29525.30 248698.47 281149.83 262667.80 27522.42 236297.22 272470.67 27153.93 25577.59 259
LoFTR273.51 248310.65 250162.12 253147.25 258160.13 263918.31 27721.42 242586.82 271125.36 259541.95 26220.52 235254.36 268387.55 26446.65 25471.86 257
ALIKED-LG135.42 227153.61 23080.84 23796.26 23488.69 241452.25 24713.96 229264.04 24562.14 230283.13 24915.44 226116.46 249169.14 22726.17 22337.37 235
SP-DiffGlue113.82 212130.70 21463.17 21467.00 22066.11 226377.48 23710.96 215236.17 22855.29 224224.34 23312.68 21594.74 230170.89 22921.50 21428.67 213
SP-LightGlue108.97 207125.92 21258.13 21278.34 22461.59 222393.69 2389.94 203223.58 22648.33 218199.72 22110.99 20986.77 220149.09 22419.57 21126.03 210
SP-SuperGlue137.45 232159.15 23572.36 223165.77 25970.44 228521.33 25711.27 218259.68 24453.14 222215.13 23112.16 212113.72 245170.03 22823.81 21732.93 218
SIFT-UMatch151.81 238172.70 24089.15 243114.65 25296.40 249500.71 25514.32 233311.67 25467.41 238292.77 25316.23 229130.44 252208.85 25227.71 22540.60 243
SIFT-NCMNet150.00 236171.18 23986.47 242118.16 25594.14 245498.85 25414.22 232306.48 25366.28 237288.38 25116.10 228130.24 251202.13 25030.03 22935.03 223
SIFT-ConvMatch127.90 223145.81 22674.19 22597.94 23583.95 239423.51 24312.70 225257.99 23661.47 229240.26 23614.41 219107.54 239178.90 23325.10 22131.06 216
SIFT-PointCN137.54 233153.56 22989.49 24686.92 23299.27 250439.85 24420.52 241276.42 24969.62 243249.96 24123.99 239132.59 254180.42 23434.34 23336.61 232
XFeat-MNN108.16 206124.14 21160.24 21364.71 21865.64 225351.83 23511.05 216228.12 22752.43 221213.52 23013.22 21887.03 221160.49 22621.88 21528.05 212
ALIKED-MNN111.04 211126.54 21364.54 21579.44 22672.14 229374.82 23611.60 223221.75 22553.64 223210.25 22913.20 21794.25 229152.80 22521.39 21327.22 211
SP-MNN124.86 221143.22 22469.79 21786.07 23067.38 227447.53 24611.56 222256.60 23564.57 233215.61 23212.66 214110.32 243172.03 23122.35 21631.67 217
SIFT-MNN131.73 226151.00 22773.91 224106.70 24180.02 237465.05 25113.45 227253.70 23459.23 226240.68 24015.27 223108.54 240178.34 23226.57 22433.17 219
casdiffseed4146921470.00 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
gbinet_0.2-2-1-0.020.00 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
0.3-1-1-0.0150.00 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
0.4-1-1-0.10.00 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
0.4-1-1-0.20.00 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
wanda-best-256-5120.00 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
usedtu_dtu_shiyan20.00 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
usedtu_dtu_shiyan10.00 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
blended_shiyan80.00 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
E5new0.00 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-blended-shiyan70.00 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
E6new0.00 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
blended_shiyan60.00 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
usedtu_blend_shiyan50.00 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
blend_shiyan40.00 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
E60.00 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
E50.00 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-MVSNET30.00 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
E40.00 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
E3new0.00 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-MVSNET20.00 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_110.00 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
E20.00 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
aaatest10000000.00 41010000000.00 42910000000.00 43121344.80 40710000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42610000000.00 42510000000.00 42610000000.00 422
MED-MVS8343445.32 3957791260.42 39810000000.00 41010000000.00 42910000000.00 43121344.80 40710000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42599999.00 41910000000.00 422
E30.00 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
TestfortrainingZip a9168445.40 3968891260.53 39910000000.00 41010000000.00 42910000000.00 43121344.80 40710000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
TestfortrainingZip3151.39 3913151.39 4063151.39 41021344.80 4073151.39 4153151.39 3583151.39 4053151.39 3573151.39 4093151.39 3993151.39 4073151.39 405
fmvsm_s_conf0.5_n_100.00 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
viewdifsd2359ckpt070.00 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
viewdifsd2359ckpt090.00 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
viewdifsd2359ckpt130.00 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
viewcassd2359sk110.00 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
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viewmsd2359difaftdt0.00 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
diffmvs_AUTHOR0.00 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-MVSNET0.00 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_n_90.00 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
mamba_040810000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
icg_test_0407_210000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
SSM_0407210000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
SSM_040710000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
viewmambaseed2359dif0.00 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
IMVS_040710000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
viewmanbaseed2359cas0.00 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
IMVS_040410000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
SSM_040410000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
IMVS_040310000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
SD_040310000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
fmvsm_s_conf0.5_n_90.00 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
aaEdge-Enhanced10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
NormalMVS10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
lecture10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
SymmetryMVS10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
Elysia10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
StellarMVS10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
KinetiMVS10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
LuminaMVS10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
VortexMVS10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
AstraMVS10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
guyue10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
sc_t110000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
tt0320-xc10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
tt032010000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
fmvsm_s_conf0.5_n_80.00 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_70.00 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_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
fmvsm_s_conf0.5_n_50.00 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_40.00 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
SSC-MVS3.2667.82 289787.71 293308.16 284385.94 300327.65 2941718.51 311117.00 3141942.46 346317.12 2961488.73 330183.89 314404.82 296763.70 305172.02 303192.01 302
testing3-2489.51 274555.88 277290.42 278362.21 291319.27 2901424.84 30388.81 298964.80 300309.62 294879.13 296174.38 313363.98 282643.82 298155.29 291188.01 298
myMVS_eth3d28418.40 264473.07 266254.39 272261.18 272313.04 2871172.79 29774.16 288929.18 298264.68 282745.72 281139.03 303318.91 276549.18 286121.71 282131.21 270
UWE-MVS-28327.73 251369.67 253201.90 260281.09 278210.75 270832.98 27474.67 289680.98 280198.23 270613.42 271112.56 293259.80 269418.76 267114.35 274135.15 276
fmvsm_l_conf0.5_n_30.00 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_30.00 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_20.00 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_20.00 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
GDP-MVS219.79 243249.11 245131.85 251187.15 263155.97 262667.31 26530.57 260398.95 260131.26 261387.86 25758.83 274164.55 259315.00 25865.03 25875.04 258
BP-MVS1202.65 241232.15 243114.16 249183.40 262141.78 260655.87 26424.69 243372.56 258109.76 258356.89 25547.15 269139.51 256284.15 25754.86 25661.20 255
reproduce_monomvs1.48 1501.48 1511.48 1561.48 1641.48 1641.48 1621.48 1671.48 1631.48 1621.48 1601.48 1621.48 1631.48 1611.48 1611.48 161
mmtdpeth1.48 1501.48 1511.48 1561.48 1641.48 1641.48 1621.48 1671.48 1631.48 1621.48 1601.48 1621.48 1631.48 1611.48 1611.48 161
reproduce_model1.48 1501.48 1511.48 1561.48 1641.48 1641.48 1621.48 1671.48 1631.48 1621.48 1601.48 1621.48 1631.48 1611.48 1611.48 161
reproduce-ours1.48 1501.48 1511.48 1561.48 1641.48 1641.48 1621.48 1671.48 1631.48 1621.48 1601.48 1621.48 1631.48 1611.48 1611.48 161
our_new_method1.48 1501.48 1511.48 1561.48 1641.48 1641.48 1621.48 1671.48 1631.48 1621.48 1601.48 1621.48 1631.48 1611.48 1611.48 161
mmdepth1.48 1501.48 1511.48 1561.48 1641.48 1641.48 1621.48 1671.48 1631.48 1621.48 1601.48 1621.48 1631.48 1611.48 1611.48 161
monomultidepth1.48 1501.48 1511.48 1561.48 1641.48 1641.48 1621.48 1671.48 1631.48 1621.48 1601.48 1621.48 1631.48 1611.48 1611.48 161
mvs5depth1.48 1501.48 1511.48 1561.48 1641.48 1641.48 1621.48 1671.48 1631.48 1621.48 1601.48 1621.48 1631.48 1611.48 1611.48 161
MVStest11.48 1501.48 1511.48 1561.48 1641.48 1641.48 1621.48 1671.48 1631.48 1621.48 1601.48 1621.48 1631.48 1611.48 1611.48 161
ttmdpeth1.48 1501.48 1511.48 1561.48 1641.48 1641.48 1621.48 1671.48 1631.48 1621.48 1601.48 1621.48 1631.48 1611.48 1611.48 161
WBMVS655.88 287770.84 292310.98 286391.79 302353.00 2982280.68 32199.17 3081776.79 340301.20 2931123.23 313187.34 323390.28 292620.39 292156.98 294189.66 300
dongtai360.45 255401.64 257236.89 266303.10 280262.16 282963.12 27972.78 284622.82 276199.37 271708.06 278130.96 298310.90 275506.46 280108.11 272137.60 278
kuosan267.89 247301.05 249168.41 255244.05 268177.28 264667.98 26665.76 281533.41 266157.79 264492.01 261104.69 290226.72 263364.47 26379.31 263101.21 263
MVSMamba_PlusPlus10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
MGCFI-Net10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
testing91347.05 253389.92 255218.43 262275.92 276241.43 275923.71 27871.70 282667.65 278217.04 274629.00 272113.33 294281.39 271495.50 273115.45 276132.47 272
testing11348.86 254393.09 256216.15 261275.24 275239.53 274915.55 27672.35 283679.89 279215.75 273633.79 273118.08 295276.62 270509.56 281117.61 280132.30 271
testing99408.82 262462.15 264248.86 270322.45 284269.42 2831118.93 29373.26 287719.36 284262.28 281772.10 282150.98 305327.08 278601.98 289137.99 288150.07 282
UBG667.82 289787.71 293308.16 284385.94 300327.65 2941718.51 311117.00 3141942.46 346317.12 2961488.73 330183.89 314404.82 296763.70 305172.02 303192.01 302
UWE-MVS387.98 258438.66 261235.93 264349.32 288257.61 2801081.50 29082.45 294637.74 277257.12 280738.54 280134.25 299308.00 273531.93 283135.11 287142.17 279
ETVMVS443.50 270498.07 271279.78 277378.05 297321.57 2921163.68 29687.12 295897.50 296269.81 285822.83 292141.20 304334.53 280568.21 288154.21 290183.26 296
sasdasda10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
testing222430.52 265487.50 269259.56 274379.87 298282.69 2841138.34 29481.30 292880.86 293281.58 287834.27 293135.83 301333.22 279514.90 282140.56 289162.76 286
WB-MVSnew404.84 261458.00 263245.36 268374.70 294320.27 2911193.74 29872.90 285773.77 289238.30 275688.22 27790.05 283308.59 274532.76 284157.54 295107.21 265
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 276422.23 268
Syy-MVS370.76 256415.60 259236.25 265310.54 281210.76 271965.13 28098.58 305746.06 286266.26 283788.85 28591.37 284364.76 283357.17 262116.42 277133.22 274
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 259437.44 260251.28 271310.54 281255.86 278965.13 28098.58 305746.06 286266.26 283788.85 285154.95 306364.76 283490.19 272116.42 277133.22 274
testing3418.10 263469.06 265265.23 275335.69 285290.63 2851240.88 30093.72 300717.99 283215.31 272811.97 291232.41 337358.74 281458.67 270114.88 275146.32 280
SSC-MVS320.23 250364.09 252188.66 258260.78 271193.84 267975.93 28273.11 286596.72 272185.29 266589.02 26874.47 279246.01 266427.42 26994.06 269126.12 269
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 249357.41 251193.51 259257.06 270213.32 272914.45 27549.03 278600.77 273186.42 267634.00 27475.03 280251.35 267411.39 26688.55 266115.87 267
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 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
SDMVSNet10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
dmvs_testset10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
sd_testset10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
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 242234.26 244125.61 250180.34 261153.23 261635.64 26330.05 259378.38 259127.68 260377.08 25648.95 270154.43 258266.67 25663.56 25769.18 256
FA-MVS(test-final)261.15 245293.29 247164.72 254236.23 267199.99 269800.05 27142.35 272475.87 263155.47 263470.67 25958.49 273205.24 261319.44 25981.03 26488.93 260
BridgeMVS10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
MonoMVSNet10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
patch_mono-210000.00 37810000.00 38110000.00 39610000.00 41510000.00 41710000.00 38610000.00 42010000.00 40810000.00 41110000.00 40410000.00 41210000.00 41010000.00 40910000.00 41110000.00 409
EGC-MVSNET2819.75 3533096.89 3561988.33 3743105.00 4052241.00 3959480.00 384640.00 3914209.00 3671583.00 3804740.00 372547.00 3662797.00 3882644.00 362924.00 375927.00 369
test250610000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
test111110000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
ECVR-MVScopyleft10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
test_blank10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
tt080510000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
DVP-MVS++3981.10 3684731.32 3731730.42 3662191.51 3861949.98 38916473.90 405355.33 3507172.90 3991622.98 3857879.79 396434.33 3552428.11 3785762.12 388689.04 350813.18 356
FOURS12643.17 3952465.14 39813996.40 400493.26 3727619.38 4022107.24 393
MSC_two_6792asdad2237.56 3782643.17 3952465.14 398493.26 3723088.29 3956075.14 3951078.39 3871159.26 385
PC_three_14527619.38 4022107.24 3937416.93 392610.24 3713088.29 3956075.14 3951078.39 3871159.26 385
No_MVS2237.56 3782643.17 3952465.14 398493.26 3723088.29 3956075.14 3951078.39 3871159.26 385
test_one_06012643.17 3952465.14 398493.26 3727619.38 4022107.24 3937416.93 392610.24 371
eth-test21.42 140
eth-test10000000.00 429
GeoE19.41 19222.09 19411.37 19717.21 20811.30 20650.50 2114.30 18833.60 20711.70 20644.50 2087.30 19418.90 20722.60 2057.10 1933.90 180
test_method18.29 19120.89 19310.50 19615.00 20613.00 20855.00 2123.00 18734.00 20811.50 20432.50 2025.00 18213.50 20527.00 2065.00 1825.00 182
Anonymous2024052110000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
h-mvs330.30 920.30 930.30 970.30 1040.30 1040.30 1040.30 1050.30 1040.30 1030.30 1010.30 1030.30 1040.30 1020.30 1020.30 102
hse-mvs20.30 920.30 930.30 970.30 1040.30 1040.30 1040.30 1050.30 1040.30 1030.30 1010.30 1030.30 1040.30 1020.30 1020.30 102
CL-MVSNet_self_test0.30 920.30 930.30 970.30 1040.30 1040.30 1040.30 1050.30 1040.30 1030.30 1010.30 1030.30 1040.30 1020.30 1020.30 102
KD-MVS_2432*16001.30 1251.30 1261.30 1311.30 1381.30 1391.30 1371.30 1401.30 1381.30 1371.30 1351.30 1371.30 1381.30 1361.30 1361.30 136
KD-MVS_self_test0.60 1130.60 1130.60 1170.60 1240.60 1240.60 1250.60 1250.60 1240.60 1230.60 1210.60 1230.60 1240.60 1210.60 1230.60 122
AUN-MVS0.30 920.30 930.30 970.30 1040.30 1040.30 1040.30 1050.30 1040.30 1030.30 1010.30 1030.30 1040.30 1020.30 1020.30 102
ZD-MVS1584.00 3641821.00 387378.00 3553721.00 3631231.00 3621833.00 341321.00 3451224.00 3562103.00 357692.00 353
SR-MVS-dyc-post11.55 18911.55 19111.55 19811.55 20511.55 20711.55 20411.55 22111.55 20511.55 20511.55 20011.55 21111.55 20411.55 20211.55 20511.55 204
RE-MVS-def610.10 282610.10 322610.10 335610.10 261610.10 387610.10 274610.10 333610.10 269610.10 369610.10 290610.10 343610.10 341
SED-MVS4062.74 3714671.13 3722237.56 3782643.17 3952465.14 39813996.40 400493.26 3727619.38 4022107.24 3937416.93 392610.24 3713088.29 3956075.14 3951078.39 3871159.26 385
IU-MVS2725.60 4002598.35 404515.86 3807016.02 3952363.85 3975973.88 3911620.04 3991732.56 395
OPU-MVS2451.45 3862725.60 4002598.35 4049203.30 3806894.28 386887.23 3893023.43 3915973.88 3911620.04 3991732.56 395
test_241102_TWO515.86 3807016.02 3952363.85 3976894.28 386887.23 3893023.43 3915973.88 3911620.04 3991732.56 395
test_241102_ONE2725.60 4002598.35 404515.86 3807016.02 3952363.85 3976894.28 386887.23 3893023.43 391
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 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
miper_ehance_all_eth10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
miper_enhance_ethall10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
ZNCC-MVS9999.00 3779999.00 3809999.00 3959999.00 4149999.00 4169999.00 3859999.00 4199999.00 4079999.00 4109999.00 4039999.00 4119999.00 4099999.00 4089999.00 4109999.00 408
dcpmvs_210000.00 37810000.00 38110000.00 39610000.00 41510000.00 41710000.00 38610000.00 42010000.00 40810000.00 41110000.00 40410000.00 41210000.00 41010000.00 40910000.00 41110000.00 409
cl____10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
DIV-MVS_self_test10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
eth_miper_zixun_eth10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
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 3201000.00 3181000.00 3421000.00 3521000.00 3571000.00 2861000.00 4061000.00 3051000.00 3511000.00 3041000.00 3971000.00 3481000.00 3211000.00 3821000.00 379
DCPMVS10000.00 37810000.00 38110000.00 39610000.00 41510000.00 41710000.00 38610000.00 42010000.00 40810000.00 41110000.00 40410000.00 41210000.00 41010000.00 40910000.00 41110000.00 409
save fliter0.00 10.00 10.00 10.00 10.00 1
ET-MVSNet_ETH3D10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
UniMVSNet_ETH3D10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
EIA-MVS0.62 1140.62 1150.62 1180.62 1250.62 1250.62 1260.62 1260.62 1250.62 1240.62 1220.62 1240.62 1250.62 1220.62 1240.62 123
miper_refine_blended1.30 1251.30 1261.30 1311.30 1381.30 1391.30 1371.30 1401.30 1381.30 1371.30 1351.30 1371.30 1381.30 1361.30 1361.30 136
miper_lstm_enhance10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
ETV-MVS0.62 1140.62 1150.62 1180.62 1250.62 1250.62 1260.62 1260.62 1250.62 1240.62 1220.62 1240.62 1250.62 1220.62 1240.62 123
CS-MVS0.62 1140.62 1150.62 1180.62 1250.62 1250.62 1260.62 1260.62 1250.62 1240.62 1220.62 1240.62 1250.62 1220.62 1240.62 123
D2MVS10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
DVP-MVScopyleft3981.10 3684731.32 3731730.42 3662191.51 3861949.98 38916473.90 405355.33 3507172.90 3991622.98 3857879.79 396434.33 3552428.11 3785762.12 388689.04 350813.18 356
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 3771363.85 3674894.28 374387.23 3522023.43 3693973.88 374620.04 345732.56 350
test_0728_SECOND1451.45 3571725.60 3671598.35 3719203.30 380315.86 3462023.43 3693973.88 374620.04 345732.56 350
test07261725.60 3671598.35 3719203.30 380315.86 3465016.02 3771363.85 3674894.28 374387.23 352
SR-MVS610.10 282610.10 282610.10 324610.10 322610.10 335610.10 261610.10 387610.10 274610.10 333610.10 269610.10 369610.10 321610.10 290610.10 343610.10 341
DPM-MVS3268.00 3583762.89 3611783.33 3681756.00 3721806.00 38512319.00 396307.00 3446319.00 3881557.00 3785763.00 380302.00 3432609.00 3825061.00 385482.00 340935.00 370
GST-MVS4000.00 3704533.33 3712400.00 3812400.00 3912400.00 3977200.00 3652400.00 4147200.00 4012400.00 4017200.00 3902400.00 4072400.00 3777200.00 4012400.00 4052400.00 404
test_yl10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
thisisatest053010000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
Anonymous2024052910000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
Anonymous20240521110000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
DCV-MVSNet10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
tttt051710000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
our_test_310000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
thisisatest051510000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
ppachtmachnet_test10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
SMA-MVScopyleft10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
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
GSMVS10000000.00 422
DPE-MVScopyleft10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
Kehua Chen, Zhenlong Yuan, Tianlu Mao, Zhaoqi Wang: Dual-Level Precision Edges Guided Multi-View Stereo with Accurate Planarization. AAAI2025
test_part210000000.00 42910000000.00 43110000000.00 425
thres100view90010000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
tfpnnormal10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
tfpn200view910000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
c3_l10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
CHOSEN 280x4202340.81 3442643.03 3471434.14 3532025.55 3831629.36 3746542.40 360412.49 3604219.70 3681547.02 3754328.52 366650.74 3761798.26 3633333.17 367727.72 356874.79 363
CANet110.62 208124.04 20870.34 21882.03 22774.27 232325.54 22525.25 245207.16 22169.28 240194.38 21827.53 24195.79 231147.76 22137.43 23540.97 244
Fast-Effi-MVS+-dtu0.44 1100.44 1110.44 1150.44 1220.44 1220.44 1220.44 1230.44 1220.44 1210.44 1190.44 1210.44 1220.44 1200.44 1200.44 120
Effi-MVS+-dtu0.59 1120.61 1140.53 1160.68 1300.53 1230.53 1230.68 1310.68 1300.53 1220.53 1200.68 1290.53 1230.68 1280.53 1210.53 121
CANet_DTU110.62 208124.04 20870.34 21882.03 22774.27 232325.54 22525.25 245207.16 22169.28 240194.38 21827.53 24195.79 231147.76 22137.43 23540.97 244
MGCNet0.00 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 3901111219.60 39675.70 22774.28 22173.29 230284.50 22111.35 219238.58 22965.86 235255.35 24414.55 220115.69 24610000000.00 42531.94 23138.12 237
MP-MVS-pluss: MP-MVS-pluss. MP-MVS-pluss
MSP-MVS4296.20 3724911.12 3762451.45 3862725.60 4002598.35 40416203.30 404515.86 3807016.02 3952363.85 3976894.28 386887.23 3893023.43 3915973.88 3911620.04 3991732.56 395
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 42510000000.00 422
sam_mvs10000000.00 425
IterMVS-SCA-FT10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
TSAR-MVS + MP.3528.01 3614065.89 3681914.35 3712349.10 3892141.30 39412362.70 398417.60 3646717.80 3941759.40 3896497.50 383518.18 3622629.38 3855164.32 387806.40 367972.38 375
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 17910.28 18110.28 18610.28 19410.28 19610.28 19410.28 20510.28 19510.28 19410.28 19010.28 19910.28 19410.28 19210.28 19510.28 194
OPM-MVS3268.00 3583762.89 3611783.33 3681756.00 3721806.00 38512319.00 396307.00 3446319.00 3881557.00 3785763.00 380302.00 3432609.00 3825061.00 385482.00 340935.00 370
Ray L. Khuboni, Hongjun Xu: Octagram Propagation Matching for Multi-Scale View Stereopsis (OPM-MVS).
ACMMP_NAP118.81 213133.18 21575.70 22774.28 22173.29 230284.50 22111.35 219238.58 22965.86 235255.35 24414.55 220115.69 246222.18 25431.94 23138.12 237
ambc999.00 339999.00 349999.00 354999.00 283999.00 403999.00 348999.00 301999.00 394999.00 345999.00 318999.00 379999.00 376
MTGPAbinary10000000.00 432
SPE-MVS-test0.62 1140.62 1150.62 1180.62 1250.62 1250.62 1260.62 1260.62 1250.62 1240.62 1220.62 1240.62 1250.62 1220.62 1240.62 123
Effi-MVS+0.58 1110.56 1120.62 1180.53 1230.62 1250.53 1230.53 1240.53 1230.62 1240.62 1220.53 1220.62 1250.62 1220.53 1210.62 123
xiu_mvs_v2_base10.28 17910.28 18110.28 18610.28 19410.28 19610.28 19410.28 20510.28 19510.28 19410.28 19010.28 19910.28 19410.28 19210.28 19510.28 194
xiu_mvs_v1_base10.28 17910.28 18110.28 18610.28 19410.28 19610.28 19410.28 20510.28 19510.28 19410.28 19010.28 19910.28 19410.28 19210.28 19510.28 194
new-patchmatchnet766.12 295859.03 299487.38 314595.68 317536.14 3192346.27 323142.51 3291488.08 322422.43 3091361.32 321163.65 310628.60 3231003.74 325207.61 312297.41 321
pmmvs610000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
pmmvs510000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
test_post110000000.00 42210000000.00 42110000000.00 42510000000.00 42610000000.00 425
test_post10000000.00 42110000000.00 42510000000.00 426
Fast-Effi-MVS+0.41 1090.40 980.41 1140.41 1210.41 1210.41 1210.35 1100.41 1210.41 1200.41 1180.41 1200.41 1210.41 1190.41 1190.41 119
patchmatchnet-post10000000.00 42110000000.00 42510000000.00 426
Anonymous2023121110000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
pmmvs-eth3d10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
GG-mvs-BLEND596.01 322611.29 324600.33 332790.30 268513.12 378552.71 326567.40 263662.54 381531.67 304503.93 276779.80 360656.02 344
xiu_mvs_v1_base_debi10.28 17910.28 18110.28 18610.28 19410.28 19610.28 19410.28 20510.28 19510.28 19410.28 19010.28 19910.28 19410.28 19210.28 19510.28 194
Anonymous2023120610000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
MTAPA833442.10 3911111233.77 39767.09 21665.59 21964.81 223284.50 22110000000.00 432219.97 22459.62 227229.89 23412.72 216103.00 237203.67 25127.93 22633.46 221
MTMP10000000.00 42210000000.00 432
gm-plane-assit611.29 324600.33 332579.21 267567.40 263531.67 304503.93 276
test9_res0.00 10.00 10.00 1
MVP-Stereo473.58 272533.67 274293.33 279376.00 295318.00 2881461.00 30596.00 301835.00 291290.00 291804.00 28897.00 286383.00 290688.00 303156.00 292179.00 294
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 281605.37 281562.67 319617.29 328500.33 317772.30 267413.12 363579.21 267552.71 326567.40 263662.54 381531.67 304503.93 276779.80 360656.02 344
SCA10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
Patchmatch-test10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
test_80.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
MS-PatchMatch473.58 272533.67 274293.33 279376.00 295318.00 2881461.00 30596.00 301835.00 291290.00 291804.00 28897.00 286383.00 290688.00 303156.00 292179.00 294
Patchmatch-RL test10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
cdsmvs_eth3d_5k10.28 17910.28 18110.28 18610.28 19410.28 19610.28 19410.28 20510.28 19510.28 19410.28 19010.28 19910.28 19410.28 19210.28 19510.28 194
pcd_1.5k_mvsjas10.28 17910.28 18110.28 18610.28 19410.28 19610.28 19410.28 20510.28 19510.28 19410.28 19010.28 19910.28 19410.28 19210.28 19510.28 194
agg_prior20.00 10.00 10.00 1
agg_prior0.00 10.00 10.00 10.00 10.00 1
tmp_tt371.08 257412.78 258246.00 269231.00 265197.00 2681293.00 302376.00 354756.00 288609.00 33271.00 209106.00 291195.00 260102.00 218171.00 302346.00 328
canonicalmvs10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
anonymousdsp10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
alignmvs2.00 1602.00 1612.00 1662.00 1742.00 1742.00 1722.00 1772.00 1732.00 1722.00 1702.00 1722.00 1732.00 1712.00 1712.00 171
nrg0302.00 1602.00 1612.00 1662.00 1742.00 1742.00 1722.00 1772.00 1732.00 1722.00 1702.00 1722.00 1732.00 1712.00 1712.00 171
v1441920.40 970.40 980.40 1020.40 1090.40 1090.40 1090.40 1110.40 1090.40 1080.40 1060.40 1080.40 1090.40 1070.40 1070.40 107
FIs10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
v19219200.40 970.40 980.40 1020.40 1090.40 1090.40 1090.40 1110.40 1090.40 1080.40 1060.40 1080.40 1090.40 1070.40 1070.40 107
UA-Net10000.00 37810000.00 38110000.00 39610000.00 41510000.00 41710000.00 38610000.00 42010000.00 40810000.00 41110000.00 40410000.00 41210000.00 41010000.00 40910000.00 41110000.00 409
v11920.40 970.40 980.40 1020.40 1090.40 1090.40 1090.40 1110.40 1090.40 1080.40 1060.40 1080.40 1090.40 1070.40 1070.40 107
FC-MVSNet-test10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
v11440.40 970.40 980.40 1020.40 1090.40 1090.40 1090.40 1110.40 1090.40 1080.40 1060.40 1080.40 1090.40 1070.40 1070.40 107
sosnet-low-res10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
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
v1480.40 970.40 980.40 1020.40 1090.40 1090.40 1090.40 1110.40 1090.40 1080.40 1060.40 1080.40 1090.40 1070.40 1070.40 107
sosnet1000.00 3201000.00 3181000.00 3421000.00 3521000.00 3571000.00 2861000.00 4061000.00 3051000.00 3511000.00 3041000.00 3971000.00 3481000.00 3211000.00 3821000.00 379
uncertanet10000.00 37810000.00 38110000.00 39610000.00 41510000.00 41710000.00 38610000.00 42010000.00 40810000.00 41110000.00 40410000.00 41210000.00 41010000.00 40910000.00 41110000.00 409
AllTest10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
TestCases10000000.00 41010000000.00 42910000000.00 43110000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
v7n0.40 970.40 980.40 1020.40 1090.40 1090.40 1090.40 1110.40 1090.40 1080.40 1060.40 1080.40 1090.40 1070.40 1070.40 107
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 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
balanced_ft_v110000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
PS-MVSNAJss10.28 17910.28 18110.28 18610.28 19410.28 19610.28 19410.28 20510.28 19510.28 19410.28 19010.28 19910.28 19410.28 19210.28 19510.28 194
PS-MVSNAJ10.28 17910.28 18110.28 18610.28 19410.28 19610.28 19410.28 20510.28 19510.28 19410.28 19010.28 19910.28 19410.28 19210.28 19510.28 194
jajsoiax10.28 17910.28 18110.28 18610.28 19410.28 19610.28 19410.28 20510.28 19510.28 19410.28 19010.28 19910.28 19410.28 19210.28 19510.28 194
mvs_tets10.28 17910.28 18110.28 18610.28 19410.28 19610.28 19410.28 20510.28 19510.28 19410.28 19010.28 19910.28 19410.28 19210.28 19510.28 194
EI-MVSNet-UG-set1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
EI-MVSNet-Vis-set1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
HPM-MVS++copyleft10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
test_prior40.00 10.00 1
XVS10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
v12400.40 970.40 980.40 1020.40 1090.40 1090.40 1090.40 1110.40 1090.40 1080.40 1060.40 1080.40 1090.40 1070.40 1070.40 107
pm-mvs110000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
test_prior20.00 10.00 10.00 10.00 10.00 10.00 10.00 1
X-MVStestdata10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
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
v80.40 970.40 980.40 1020.40 1090.40 1090.40 1090.40 1110.40 1090.40 1080.40 1060.40 1080.40 1090.40 1070.40 1070.40 107
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 1602.00 1612.00 1662.00 1742.00 1742.00 1722.00 1772.00 1732.00 1722.00 1702.00 1722.00 1732.00 1712.00 1712.00 171
VDD-MVS2.00 1602.00 1612.00 1662.00 1742.00 1742.00 1722.00 1772.00 1732.00 1722.00 1702.00 1722.00 1732.00 1712.00 1712.00 171
VDDNet2.00 1602.00 1612.00 1662.00 1742.00 1742.00 1722.00 1772.00 1732.00 1722.00 1702.00 1722.00 1732.00 1712.00 1712.00 171
v100.40 970.40 980.40 1020.40 1090.40 1090.40 1090.40 1110.40 1090.40 1080.40 1060.40 1080.40 1090.40 1070.40 1070.40 107
VPNet2.00 1602.00 1612.00 1662.00 1742.00 1742.00 1722.00 1772.00 1732.00 1722.00 1702.00 1722.00 1732.00 1712.00 1712.00 171
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
v2v4820.40 970.40 980.40 1020.40 1090.40 1090.40 1090.40 1110.40 1090.40 1080.40 1060.40 1080.40 1090.40 1070.40 1070.40 107
V420.40 970.40 980.40 1020.40 1090.40 1090.40 1090.40 1110.40 1090.40 1080.40 1060.40 1080.40 1090.40 1070.40 1070.40 107
SD-MVS2654.53 3503055.56 3551451.45 3571725.60 3671598.35 3719203.30 380315.86 3465016.02 3771363.85 3674894.28 374387.23 3522023.43 3693973.88 374620.04 345732.56 350
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-MVS0.40 970.40 980.40 1020.40 1090.40 1090.40 1090.40 1110.40 1090.40 1080.40 1060.40 1080.40 1090.40 1070.40 1070.40 107
MSLP-MVS++1242.93 3301411.08 333738.48 335712.71 340712.68 3414168.17 351136.50 3272276.40 352613.28 3352368.60 351161.61 3091130.38 3551964.54 355297.88 330372.39 331
APDe-MVScopyleft10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
Zhaojie Zeng, Yuesong Wang, Tao Guan: Matching Ambiguity-Resilient Multi-View Stereo via Adaptive Patch Deformation. Pattern Recognition
APD-MVS_3200maxsize10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
ADS-MVSNet2443.33 268482.84 267324.79 290434.94 311387.73 3031110.57 29187.69 296887.02 294282.92 288779.29 28398.57 288422.76 298502.40 274162.19 300163.87 287
EI-MVSNet1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
Regformer1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
CVMVSNet1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
pmmvs410000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
EU-MVSNet1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
VNet2.00 1602.00 1612.00 1662.00 1742.00 1742.00 1722.00 1772.00 1732.00 1722.00 1702.00 1722.00 1732.00 1712.00 1712.00 171
test-LLR10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
TESTMET0.1,110000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
test-mter10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
VPA-MVSNet2.00 1602.00 1612.00 1662.00 1742.00 1742.00 1722.00 1772.00 1732.00 1722.00 1702.00 1722.00 1732.00 1712.00 1712.00 171
ACMMPR1296.60 3321480.82 335743.96 336899.25 346763.47 3454305.47 352143.90 3302530.94 355683.99 3372346.34 350201.65 3301098.25 3531920.59 354295.21 329370.16 330
testgi10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
test20.0310000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
thres600view710000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
ADS-MVSNet443.33 268482.84 267324.79 290434.94 311387.73 3031110.57 29187.69 296887.02 294282.92 288779.29 28398.57 288422.76 298502.40 274162.19 300163.87 287
MP-MVScopyleft10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
Rongxuan Tan, Qing Wang, et al.: MP-MVS: Multi-Scale Windows PatchMatch and Planar Prior Multi-View Stereo.
testmvs10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
thres40010000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
test12310000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
thres20010000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
test0.0.03 110000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
pmmvs310000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
EMVS10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
E-PMN10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
PGM-MVS10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
LCM-MVSNet-Re0.89 1210.89 1220.89 1260.89 1330.89 1330.89 1330.89 1340.89 1330.89 1320.89 1300.89 1320.89 1330.89 1310.89 1310.89 131
LCM-MVSNet0.37 960.36 970.37 1010.37 1080.37 1080.37 1080.32 1090.37 1080.37 1070.37 1050.37 1070.37 1080.37 1060.37 1060.37 106
MCST-MVS10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
mvs_anonymous774.90 297882.28 303452.77 302636.50 329537.20 3202348.80 324120.30 3161504.30 323474.40 3141371.10 322186.90 316564.70 3111078.90 329219.30 314256.40 308
MVS_Test10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
MDA-MVSNet-bldmvs1.20 1221.20 1231.20 1281.20 1351.20 1361.20 1341.20 1371.20 1351.20 1341.20 1321.20 1341.20 1351.20 1331.20 1331.20 133
CDPH-MVS6.66 1786.66 1796.66 1846.66 1926.66 1926.66 1916.66 1986.66 1926.66 1906.66 1886.66 1926.66 1916.66 1896.66 1926.66 192
test120.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
casdiffmvspermissive774.90 297882.28 303452.77 302636.50 329537.20 3202348.80 324120.30 3161504.30 323474.40 3141371.10 322186.90 316564.70 3111078.90 329219.30 314256.40 308
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 297882.28 303452.77 302636.50 329537.20 3202348.80 324120.30 3161504.30 323474.40 3141371.10 322186.90 316564.70 3111078.90 329219.30 314256.40 308
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 297882.28 303452.77 302636.50 329537.20 3202348.80 324120.30 3161504.30 323474.40 3141371.10 322186.90 316564.70 3111078.90 329219.30 314256.40 308
baseline1774.90 297882.28 303452.77 302636.50 329537.20 3202348.80 324120.30 3161504.30 323474.40 3141371.10 322186.90 316564.70 3111078.90 329219.30 314256.40 308
YYNet11.20 1221.20 1231.20 1281.20 1351.20 1361.20 1341.20 1371.20 1351.20 1341.20 1321.20 1341.20 1351.20 1331.20 1331.20 133
PMMVS210000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
MDA-MVSNet_test_wron1.20 1221.20 1231.20 1281.20 1351.20 1361.20 1341.20 1371.20 1351.20 1341.20 1321.20 1341.20 1351.20 1331.20 1331.20 133
tpmvs501.65 276567.42 278304.33 283395.39 303356.32 2991512.04 308216.53 341994.15 302350.16 303804.16 290119.38 296380.98 287555.14 287159.87 298175.69 292
PM-MVS10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
HQP_MVS10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
plane_prior710000000.00 42910000000.00 431
plane_prior610000000.00 42910000000.00 43110000000.00 425
plane_prior510000000.00 43210000000.00 42610000000.00 42510000000.00 42610000000.00 422
plane_prior410000000.00 421
plane_prior310000000.00 43110000000.00 42510000000.00 425
plane_prior210000000.00 42210000000.00 425
plane_prior110000000.00 429
plane_prior1.00 1342.00 1722.00 1732.00 171
PS-CasMVS1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
UniMVSNet_NR-MVSNet1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
PEN-MVS1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
TransMVSNet (Re)1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
DTE-MVSNet1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
DU-MVS1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
UniMVSNet (Re)1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
CP-MVSNet1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
WR-MVS_H1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
WR-MVS1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
NR-MVSNet1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
Baseline_NR-MVSNet1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
TranMVSNet+NR-MVSNet1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
TSAR-MVS + GP.1386.84 3331622.84 337678.81 332952.13 348840.17 3495358.21 357170.75 3362650.47 356713.54 3412394.28 352209.42 334855.56 3371854.36 353302.42 331340.71 327
n214.20 231
nn1.42 142
mPP-MVS10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
door-mid1.42 142
XVG-OURS-SEG-HR999999.00 392999999.00 393999999.00 407999999.00 426999999.00 428999999.00 419999999.00 429999999.00 422999999.00 422999999.00 418999999.00 422999999.00 423999999.00 422999999.00 423999999.00 419
mvsmamba10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
MVSFormer1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
jason1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
jason: jason.
lupinMVS1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
test_djsdf1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
HPM-MVS_fast10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
K. test v3877.74 312980.16 315570.46 3211316.85 361813.15 3472565.52 336103.78 3101509.49 330548.33 3251258.90 317219.93 336587.82 3201102.37 337196.30 309310.42 323
lessismore_v0569.20 320667.25 338644.68 33896.45 303428.86 3111514.17 333204.21 332756.58 3321061.60 328197.79 310306.34 322
SixPastTwentyTwo773.62 296869.37 301486.35 313603.45 319547.15 3292532.14 335106.92 3111434.95 321428.08 3101360.56 320165.15 311628.96 324984.09 317209.01 313282.94 318
OurMVSNet-221017-0999.00 318999.00 316999.00 339999.00 349999.00 354999.00 283999.00 403999.00 303999.00 348999.00 301999.00 394999.00 345999.00 318999.00 379999.00 376
HPM-MVScopyleft10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
Chunlin Ren, Qingshan Xu, Shikun Zhang, Jiaqi Yang: Hierarchical Prior Mining for Non-local Multi-View Stereo. ICCV 2023
XVG-OURS999999.00 392999999.00 393999999.00 407999999.00 426999999.00 428999999.00 419999999.00 429999999.00 422999999.00 422999999.00 418999999.00 422999999.00 423999999.00 422999999.00 423999999.00 419
XVG-ACMP-BASELINE999999.00 392999999.00 393999999.00 407999999.00 426999999.00 428999999.00 419999999.00 429999999.00 422999999.00 422999999.00 418999999.00 422999999.00 423999999.00 422999999.00 423999999.00 419
casdiffmvs_mvgpermissive774.90 297882.28 303452.77 302636.50 329537.20 3202348.80 324120.30 3161504.30 323474.40 3141371.10 322186.90 316564.70 3111078.90 329219.30 314256.40 308
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 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
LGP-MVS_train10000000.00 41010000000.00 42910000000.00 43110000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
baseline774.90 297882.28 303452.77 302636.50 329537.20 3202348.80 324120.30 3161504.30 323474.40 3141371.10 322186.90 316564.70 3111078.90 329219.30 314256.40 308
test111.00 135
door99.00 307
EPNet_dtu10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
Wanjuan Su, Wenbing Tao: Efficient Edge-Preserving Multi-View Stereo Network for Depth Estimation. AAAI 2023
CHOSEN 1792x26882340.81 3442643.03 3471434.14 3532025.55 3831629.36 3746542.40 360412.49 3604219.70 3681547.02 3754328.52 366650.74 3761798.26 3633333.17 367727.72 356874.79 363
EPNet10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
Wanjuan Su, Wenbing Tao: Efficient Edge-Preserving Multi-View Stereo Network for Depth Estimation. AAAI 2023
HQP5-MVS10000000.00 431
HQP-NCC10000000.00 42910000000.00 42210000000.00 42510000000.00 425
ACMP_Plane10000000.00 42910000000.00 42210000000.00 42510000000.00 425
APD-MVScopyleft1000000000.00 5301000000000.00 5331000000000.00 5481000000000.00 5751000000000.00 5751000000000.00 5601000000000.00 5751000000000.00 5671000000000.00 5681000000000.00 5641000000000.00 5691000000000.00 5691000000000.00 5671000000000.00 5671000000000.00 564
Yuesong Wang, Zhaojie Zeng and etc.: Adaptive Patch Deformation for Textureless-Resilient Multi-View Stereo. CVPR2023
BP-MVS10000000.00 425
HQP4-MVS10000000.00 42510000000.00 42610000000.00 422
HQP3-MVS10000000.00 43210000000.00 426
HQP2-MVS10000000.00 425
CNVR-MVS10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
NCCC10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
114514_t99999.00 38899999.00 39199999.00 40599999.00 42399999.00 42599999.00 41799999.00 42699999.00 42099999.00 41999999.00 41699999.00 41999999.00 42099999.00 41999999.00 41999999.00 417
CP-MVS10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
DSMNet-mixed131.33 224143.00 22396.33 24799.00 23881.00 238201.00 21445.00 275335.00 25699.00 256251.00 24238.00 259110.00 242120.00 22099.00 27098.00 261
tpm23617.85 3624007.23 3642449.73 3822012.71 3791698.05 3797351.19 366869.29 3986132.06 3831588.28 3818007.42 3981281.09 4033888.11 4037472.04 4031351.00 3931763.02 399
NP-MVS10000000.00 42910000000.00 43110000000.00 421
EG-PatchMatch MVS437.03 267493.12 270268.77 276264.80 273260.20 2811491.80 30798.00 304723.20 285238.80 276722.40 27963.10 276382.00 288629.00 293207.00 311164.10 289
tpm cat13617.85 3624007.23 3642449.73 3822012.71 3791698.05 3797351.19 366869.29 3986132.06 3831588.28 3818007.42 3981281.09 4033888.11 4037472.04 4031351.00 3931763.02 399
SteuartSystems-ACMMP2891.50 3553284.78 3581711.67 3651954.00 3771655.00 37710117.00 393445.00 3655102.00 3801375.00 3715126.00 378351.00 3492638.00 3864402.00 381691.00 352842.00 360
Skip Steuart: Steuart Systems R&D Blog.
CostFormer3617.85 3624007.23 3642449.73 3822012.71 3791698.05 3797351.19 366869.29 3986132.06 3831588.28 3818007.42 3981281.09 4033888.11 4037472.04 4031351.00 3931763.02 399
CR-MVSNet612.36 283617.81 284596.01 322611.29 324600.33 332790.30 268513.12 378579.21 267552.71 326567.40 263662.54 381531.67 304503.93 276779.80 360656.02 344
JIA-IIPM804.30 306835.64 297710.26 333885.90 344895.90 352455.98 248668.73 3921297.17 3161002.26 3551001.67 308655.98 379756.98 333667.90 299885.21 372477.90 338
Patchmtry1090.75 3261198.88 328766.38 3371290.90 359485.90 3152423.98 3311267.30 4101297.17 316923.90 345923.40 2991215.54 402990.23 343667.90 299779.80 360823.02 358
PatchT856.34 311860.99 300842.38 3381290.90 359880.90 350790.30 2681267.30 410579.21 267923.90 345567.40 263662.54 381990.23 343887.56 311779.80 360656.02 344
tpmrst2557.50 3482847.12 3511688.66 3641784.08 3751778.25 3847445.50 370342.14 3494471.54 3721534.55 3744382.10 369530.10 3642361.21 3764142.81 377991.22 377926.51 368
BH-w/o40.00 19440.00 19640.00 20240.00 20940.00 21040.00 20740.00 26740.00 21040.00 21340.00 20340.00 26140.00 21040.00 20740.00 24540.00 239
tpm3617.85 3624007.23 3642449.73 3822012.71 3791698.05 3797351.19 366869.29 3986132.06 3831588.28 3818007.42 3981281.09 4033888.11 4037472.04 4031351.00 3931763.02 399
DELS-MVS514.57 277587.73 280295.12 281343.03 287328.09 2961540.48 309116.22 313988.59 301325.44 299906.22 298119.86 297365.72 285788.60 307161.09 299191.55 301
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 19440.00 19640.00 20240.00 20940.00 21040.00 20740.00 26740.00 21040.00 21340.00 20340.00 26140.00 21040.00 20740.00 24540.00 239
RPMNet787.26 305829.13 296661.63 328885.90 344895.90 352455.98 248610.10 3871297.17 3161002.26 3551001.67 308655.98 379611.10 322667.90 299885.21 372477.90 338
MVSTER890.06 3141005.91 322542.52 316736.13 341653.90 3392616.56 337145.22 3311692.10 337555.69 3291554.72 334266.25 338660.02 3281219.66 342266.84 326313.64 324
CPTT-MVS10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
GBi-Net44.67 19849.24 20030.96 20047.53 21447.57 217126.09 2138.00 20276.99 21426.09 20873.50 21011.27 21030.55 20861.12 21212.58 20614.75 205
PVSNet_Blended_VisFu136.90 229155.40 23181.40 238111.00 24996.20 246407.00 24025.90 249251.60 23185.10 253240.50 23737.00 25699.90 234199.80 24740.70 25048.10 249
PVSNet_BlendedMVS136.90 229155.40 23181.40 238111.00 24996.20 246407.00 24025.90 249251.60 23185.10 253240.50 23737.00 25699.90 234199.80 24740.70 25048.10 249
UnsupCasMVSNet_eth5.90 1695.90 1705.90 1755.90 1835.90 1835.90 1825.90 1895.90 1835.90 1815.90 1795.90 1835.90 1825.90 1805.90 1835.90 183
UnsupCasMVSNet_bld5.90 1695.90 1705.90 1755.90 1835.90 1835.90 1825.90 1895.90 1835.90 1815.90 1795.90 1835.90 1825.90 1805.90 1835.90 183
PVSNet_Blended136.90 229155.40 23181.40 238111.00 24996.20 246407.00 24025.90 249251.60 23185.10 253240.50 23737.00 25699.90 234199.80 24740.70 25048.10 249
FMVSNet5124.76 214140.93 21676.26 229107.44 242100.17 251329.88 22827.12 252259.44 23774.30 245204.34 22230.74 24592.41 222196.98 23938.15 23836.19 225
test1124.76 214140.93 21676.26 229107.44 242100.17 251329.88 22827.12 252259.44 23774.30 245204.34 22230.74 24592.41 222196.98 23938.15 23836.19 225
new_pmnet88.14 20498.62 20556.70 21098.14 23656.07 220246.79 21815.37 237148.06 21850.77 219143.13 21523.35 23762.65 21593.26 21368.71 25951.38 252
FMVSNet3124.76 214140.93 21676.26 229107.44 242100.17 251329.88 22827.12 252259.44 23774.30 245204.34 22230.74 24592.41 222196.98 23938.15 23836.19 225
dp87.20 203113.80 2077.42 18510.50 2048.88 193298.82 2242.70 186510.35 2657.79 191172.93 2173.37 1819.16 19214.00 2033.71 1814.23 181
FMVSNet2124.76 214140.93 21676.26 229107.44 242100.17 251329.88 22827.12 252259.44 23774.30 245204.34 22230.74 24592.41 222196.98 23938.15 23836.19 225
FMVSNet1124.76 214140.93 21676.26 229107.44 242100.17 251329.88 22827.12 252259.44 23774.30 245204.34 22230.74 24592.41 222196.98 23938.15 23836.19 225
N_pmnet88.14 20498.62 20556.70 21098.14 23656.07 220246.79 21815.37 237148.06 21850.77 219143.13 21523.35 23762.65 21593.26 21368.71 25951.38 252
cascas2.00 1602.00 1612.00 1662.00 1742.00 1742.00 1722.00 1772.00 1732.00 1722.00 1702.00 1722.00 1732.00 1712.00 1712.00 171
BH-RMVSNet40.00 19440.00 19640.00 20240.00 20940.00 21040.00 20740.00 26740.00 21040.00 21340.00 20340.00 26140.00 21040.00 20740.00 24540.00 239
UGNet110.62 208124.04 20870.34 21882.03 22774.27 232325.54 22525.25 245207.16 22169.28 240194.38 21827.53 24195.79 231147.76 22137.43 23540.97 244
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 1695.90 1705.90 1755.90 1835.90 1835.90 1825.90 1895.90 1835.90 1815.90 1795.90 1835.90 1825.90 1805.90 1835.90 183
XXY-MVS15.00 19015.00 19215.00 19915.00 20615.00 20915.00 20515.00 23515.00 20615.00 20715.00 20115.00 22215.00 20615.00 20415.00 20915.00 206
EC-MVSNet0.62 1140.62 1150.62 1180.62 1250.62 1250.62 1260.62 1260.62 1250.62 1240.62 1220.62 1240.62 1250.62 1220.62 1240.62 123
sss5.90 1695.90 1705.90 1755.90 1835.90 1835.90 1825.90 1895.90 1835.90 1815.90 1795.90 1835.90 1825.90 1805.90 1835.90 183
Test_1112_low_res5.90 1695.90 1705.90 1755.90 1835.90 1835.90 1825.90 1895.90 1835.90 1815.90 1795.90 1835.90 1825.90 1805.90 1835.90 183
1112_ss5.90 1695.90 1705.90 1755.90 1835.90 1835.90 1825.90 1895.90 1835.90 1815.90 1795.90 1835.90 1825.90 1805.90 1835.90 183
ab-mvs-re5.90 1695.90 1705.90 1755.90 1835.90 1835.90 1825.90 1895.90 1835.90 1815.90 1795.90 1835.90 1825.90 1805.90 1835.90 183
ab-mvs5.90 1695.90 1705.90 1755.90 1835.90 1835.90 1825.90 1895.90 1835.90 1815.90 1795.90 1835.90 1825.90 1805.90 1835.90 183
TR-MVS40.00 19440.00 19640.00 20240.00 20940.00 21040.00 20740.00 26740.00 21040.00 21340.00 20340.00 26140.00 21040.00 20740.00 24540.00 239
MDTV_nov1_ep13_2view9.99 1949.99 1929.99 1939.99 1929.99 1979.99 1909.99 193
MDTV_nov1_ep139.99 1809.99 1939.99 1949.99 1929.99 2049.99 1939.99 1929.99 1899.99 1979.99 1939.99 1909.99 194
MIMVSNet1124.76 214140.93 21676.26 229107.44 242100.17 251329.88 22827.12 252259.44 23774.30 245204.34 22230.74 24592.41 222196.98 23938.15 23836.19 225
MIMVSNet124.76 214140.93 21676.26 229107.44 242100.17 251329.88 22827.12 252259.44 23774.30 245204.34 22230.74 24592.41 222196.98 23938.15 23836.19 225
IterMVS-LS758.94 294856.56 298466.10 310606.60 320546.80 3282309.90 322122.20 3231402.80 320463.50 3131348.20 319192.60 326574.60 3191028.60 326234.60 323276.90 317
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Marc Pollefeys: IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo.
CDS-MVSNet0.88 1190.88 1200.88 1240.88 1310.88 1310.88 1310.88 1320.88 1310.88 1300.88 1280.88 1300.88 1310.88 1290.88 1290.88 129
Khang Truong Giang, Soohwan Song, Sungho Jo: Curvature-guided dynamic scale networks for Multi-view Stereo. ICLR 2022
ACMMP++_ref10000000.00 426
IterMVS615.05 284691.66 287385.23 295516.40 315454.80 3131863.80 314102.10 3091142.20 311364.10 3051093.20 312135.00 300480.40 303826.90 308181.20 305220.50 306
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Marc Pollefeys: IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo.
DP-MVS Recon516.25 278581.17 279321.48 289361.02 289429.00 3101995.36 31778.48 291796.20 290283.32 290796.02 28796.78 285382.98 289636.72 295186.66 308152.46 283
MVS_111021_LR1136.45 3281298.72 331649.64 326756.17 342726.26 3433785.94 347138.15 3282190.64 350629.63 3362064.39 346165.45 312874.83 3381678.43 351279.70 328347.82 329
DP-MVS264.78 246296.02 248171.04 256191.70 264183.96 265827.10 27278.36 290438.24 262176.64 265435.12 25865.04 277230.52 265334.02 260117.96 28198.64 262
ACMMP++10000000.00 426
HQP-MVS10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
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 3543170.00 3571999.67 3751673.00 3652042.00 3938593.00 377474.00 3696452.00 3901268.00 3655125.00 377339.00 3473004.00 3904222.00 380384.00 336953.00 372
Jingyang Zhang, Yao Yao, Shiwei Li, Zixin Luo, Tian Fang: Visibility-aware Multiview Stereo Network. BMVC 2020
MVS-HIRNet2125.39 3402452.68 3431143.53 3482938.33 4041446.92 3666083.19 358391.74 3563801.71 3641202.10 3613439.72 358492.73 3601304.35 3573048.25 365676.32 348679.32 349
IS-MVSNet10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
HyFIR lowres test2340.81 3442643.03 3471434.14 3532025.55 3831629.36 3746542.40 360412.49 3604219.70 3681547.02 3754328.52 366650.74 3761798.26 3633333.17 367727.72 356874.79 363
EPMVS999.00 318999.00 316999.00 339999.00 349999.00 354999.00 283999.00 403999.00 303999.00 348999.00 301999.00 394999.00 345999.00 318999.00 379999.00 376
PAPM_NR10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
TAMVS0.88 1190.88 1200.88 1240.88 1310.88 1310.88 1310.88 1320.88 1310.88 1300.88 1280.88 1300.88 1310.88 1290.88 1290.88 129
PAPR10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
RPSCF394.81 260445.63 262242.35 267276.55 277253.63 2771207.27 29990.69 299715.56 282241.57 277684.87 276111.96 292320.02 277548.38 285133.81 286153.39 284
Vis-MVSNet (Re-imp)10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
test_04021110.00 3271260.00 330660.00 327900.00 347780.00 3463300.00 344210.00 3402040.00 348690.00 3381950.00 344300.00 342810.00 3351620.00 349330.00 334390.00 334
MVS_111021_HR3742.80 3664330.34 3691980.20 3732484.31 3922259.52 39614973.80 403515.90 3846500.13 3911949.21 3926146.89 382535.66 3652593.66 3814880.76 384986.37 3761087.43 384
CSCG826.03 309963.29 314414.24 298421.52 308426.11 3092230.35 320179.52 3371827.44 341733.43 343933.12 300281.25 339545.23 3091800.35 352262.64 325271.38 316
PatchMatch-RL10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
API-MVS4380.83 3734906.56 3752803.67 3893844.00 4083116.00 40913454.00 399901.00 4026511.00 3922794.00 4037365.00 391754.00 3853634.00 4016622.00 4001914.00 4041661.00 394
Test By Simon990.00 393
TDRefinement10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
USDC1000.00 3201000.00 3181000.00 3421000.00 3521000.00 3571000.00 2861000.00 4061000.00 3051000.00 3511000.00 3041000.00 3971000.00 3481000.00 3211000.00 3821000.00 379
EPP-MVSNet10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
PMMVS10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
PAPM10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
ACMMPcopyleft10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
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 38511772.44 3887637.33 3949120.00 4138206.00 41422252.00 4112010.00 41324984.00 4177458.00 40922596.00 4132940.00 40810260.00 41611100.00 4153492.00 4084446.00 406
PatchmatchNetpermissive492.52 275551.22 276316.40 288400.20 305357.90 3001277.10 301115.80 3121034.60 309315.90 295874.00 294155.10 307402.20 295629.50 294158.80 296189.10 299
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Pablo Speciale, Marc Pollefeys: PatchmatchNet: Learned Multi-View Patchmatch Stereo.
PHI-MVS99999.00 38899999.00 39199999.00 40599999.00 42399999.00 42599999.00 41799999.00 42699999.00 42099999.00 41999999.00 41699999.00 41999999.00 42099999.00 41999999.00 41999999.00 417
F-COLMAP1878.17 3372113.11 3401173.33 3501231.00 3571174.00 3626297.00 359392.00 3573356.00 3611087.00 3573082.00 356361.00 3501670.00 3602523.00 360689.00 349676.00 348
ANet_high10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
wuyk23d10000000.00 39710000000.00 40010000000.00 41010000000.00 42910000000.00 43110000000.00 42210000000.00 43210000000.00 42510000000.00 42510000000.00 42110000000.00 42510000000.00 42610000000.00 42510000000.00 42610000000.00 422
OMC-MVS5022.26 3745748.82 3772842.58 3904905.27 4103101.27 40814933.60 402812.24 3969278.40 4062959.29 4048800.17 4021092.24 4013806.30 4027568.54 4071389.60 3971620.18 393
MG-MVS1256.50 3311432.00 334730.00 334610.00 321760.00 3444720.00 354169.00 3351920.00 344723.00 3422510.00 354201.00 3291050.00 3521645.00 350390.00 337380.00 332
AdaColmapbinary2570.77 3492948.61 3521437.24 3561873.64 3761526.60 3687819.77 371373.97 3534970.45 3751479.29 3724648.46 371525.80 3631904.97 3674150.42 378695.69 355880.14 366
uanet10000.00 37810000.00 38110000.00 39610000.00 41510000.00 41710000.00 38610000.00 42010000.00 40810000.00 41110000.00 40410000.00 41210000.00 41010000.00 40910000.00 41110000.00 409
ITE_SJBPF2014.00 3761998.00 3781992.00 391701.00 3935989.00 3821812.00 3913612.00 362650.00 3752852.00 3894601.00 3831195.00 3921198.00 389
DeepMVS_CXcopyleft1.00 1271.00 1341.00 1341.00 1351.00 1341.00 1331.00 1311.00 1331.00 1341.00 1321.00 1321.00 132
TinyColmap1000.00 3201000.00 3181000.00 3421000.00 3521000.00 3571000.00 2861000.00 4061000.00 3051000.00 3511000.00 3041000.00 3971000.00 3481000.00 3211000.00 3821000.00 379
MAR-MVS3973.16 3674387.92 3702728.86 3883345.27 4073341.39 41111403.90 395798.76 3956555.62 3932569.29 4026514.86 384834.97 3883237.43 4005891.08 3901577.54 3981607.76 391
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 3523049.67 3541649.00 3631755.00 3711689.00 3788330.00 375464.00 3684997.00 3761528.00 3734763.00 373568.00 3672296.00 3754215.00 379827.00 368962.00 373
MSDG32606.17 38734443.44 39027094.33 40429249.00 42225246.00 42451144.00 4166705.00 41842886.00 41922888.00 41848534.00 41513263.00 41837507.00 41979298.00 41816024.00 41818530.00 415
LS3D7684.71 3768776.23 3794410.16 3935298.55 4115631.53 41334329.90 4141504.57 41211554.00 4153896.41 40615111.00 411812.19 3865985.63 4083516.20 3712963.23 4061613.31 392
CLD-MVS7338.25 3758341.00 3784330.00 3924902.00 4094991.00 41223318.00 412728.00 39414437.00 4164378.00 40713379.00 410824.00 3875708.00 40711429.00 4161674.00 4032291.00 403
Zhaoxin Li, Wangmeng Zuo, Zhaoqi Wang, Lei Zhang: Confidence-based Large-scale Dense Multi-view Stereo. IEEE Transaction on Image Processing, 2020
FPMVS1407.00 3341495.59 3361141.23 347648.01 337893.85 3514124.00 350503.81 3773219.04 359742.72 3442498.84 353157.98 3081727.83 361832.93 309732.98 359802.00 353
Gipumacopyleft689.75 291767.00 291458.00 309613.00 327549.00 3301943.00 315187.00 3381230.00 314518.00 3231092.00 311203.00 331564.00 310892.00 312225.00 321261.00 315
S. Galliani, K. Lasinger, K. Schindler: Massively Parallel Multiview Stereopsis by Surface Normal Diffusion. ICCV 2015