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 1915.90 1835.90 1815.90 1795.90 1835.90 1825.90 1805.90 1835.90 183
ACMH+729.97 2661.38 293754.00 295383.51 299368.96 298376.38 3062483.74 33882.42 2981089.25 315333.39 3061219.68 32166.53 283573.60 323957.86 321184.14 312200.56 309
PMVScopyleft863.65 3957.08 3201054.11 329666.00 335401.00 311495.00 3213790.00 353279.00 3481607.00 339521.00 3291745.00 34590.00 2861105.00 359639.00 301415.00 344398.00 340
Y. Furukawa, J. Ponce: Accurate, dense, and robust multiview stereopsis. PAMI (2010)
IB-MVS872.44 4616.41 290700.96 293362.78 298426.10 315409.25 3111822.69 318124.42 3291186.23 318366.85 3111079.42 315190.60 330451.78 305930.72 319181.59 311227.30 312
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 3211106.11 331553.33 322494.00 318534.00 3233581.00 351136.00 3311585.00 338478.00 3261871.00 34890.00 286839.00 3411460.00 350260.00 329287.00 324
Qingshan Xu and Wenbing Tao: Multi-Scale Geometric Consistency Guided Multi-View Stereo. CVPR 2019
PVSNet1207.94 6829.56 315937.18 316506.69 320645.55 341585.72 3362477.98 337130.52 3301578.29 337509.50 3271460.01 334194.90 332637.19 3311170.78 343267.07 332297.17 325
ACMP1246.57 71086.24 3301235.17 334639.45 330596.53 323639.91 3423904.24 354152.04 3371851.54 347566.58 3351997.95 350138.50 307938.30 3461605.46 353303.70 338340.14 331
Qingshan Xu and Wenbing Tao: Planar Prior Assisted PatchMatch Multi-View Stereo. AAAI 2020
ACMM1311.08 81165.06 3341332.72 337662.07 334584.90 321715.99 3474373.59 358153.99 3391880.27 348709.02 3452316.97 353188.63 329939.89 3471484.30 351302.78 337330.34 330
Qingshan Xu and Wenbing Tao: Multi-Scale Geometric Consistency Guided Multi-View Stereo. CVPR 2019
PVSNet_01661.03 9968.54 3221066.82 330673.70 336706.94 344695.69 3452669.02 344153.52 3382108.17 354605.54 3361679.14 342213.26 340886.75 3441236.76 348229.01 327438.67 342
OpenMVS_ROBcopyleft1936.51 101959.51 3432224.88 3471163.39 3541253.91 3631434.22 3707065.71 368272.76 3472472.29 3591647.54 3923538.72 365200.37 3331496.48 3642575.17 366997.45 383559.48 345
COLMAP_ROBcopyleft2144.59 111658.33 3411869.33 3431025.33 3511030.00 3611023.00 3665311.00 361359.00 3573044.00 362937.00 3522892.00 360332.00 3511440.00 3632312.00 363607.00 347613.00 348
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 3401886.82 344481.89 317847.73 348830.16 3537943.84 378189.23 3442398.83 358691.73 3442341.13 354209.16 338230.25 2691999.25 361360.46 340385.25 338
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 3472530.89 3501459.67 3641767.00 3791591.00 3757932.00 377399.00 3633643.00 3671176.00 3653569.00 366297.00 3461927.00 3733302.00 371693.00 359861.00 367
3Dnovator2482.06 142531.17 3522839.56 3551606.00 3661732.00 3751557.00 3748375.00 381483.00 3764370.00 3761371.00 3754200.00 370350.00 3532207.00 3783877.00 378798.00 3711054.00 388
CMPMVSbinary2623.62 151983.08 3442156.14 3461463.89 3651414.80 3681517.00 3725239.20 360867.40 4023310.30 3651128.70 3643489.90 364366.75 3562030.20 3772427.60 3641160.60 396844.46 366
M. Jancosek, T. Pajdla: Multi-View Reconstruction Preserving Weakly-Supported Surfaces. CVPR 2011
PLCcopyleft2858.82 162192.92 3462474.00 3491349.67 3571407.00 3671356.00 3697164.00 369475.00 3753970.00 3701237.00 3693765.00 368451.00 3621891.00 3713006.00 369791.00 370802.00 358
Jie Liao, Yanping Fu, Qingan Yan, Chunxia xiao: Pyramid Multi-View Stereo with Local Consistency. Pacific Graphics 2019
3Dnovator+3414.41 173146.67 3613537.00 3641975.67 3772310.00 3932005.00 39710100.00 397626.00 3955753.00 3861803.00 3955179.00 384487.00 3642622.00 3894550.00 3871025.00 3911300.00 395
DeepPCF-MVS3452.42 182670.71 3563021.57 3581618.12 3672377.67 3951751.39 3888915.70 384567.44 3904569.74 3781236.84 3684615.63 375513.23 3662291.32 3793515.48 375882.39 376811.66 360
DeepC-MVS3917.13 193155.06 3623601.83 3651814.72 3752515.52 3981941.53 39310432.50 399589.42 3914789.45 3791298.65 3717677.31 400578.35 3732589.53 3853611.78 377923.52 379913.10 372
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 3482597.03 3511297.84 3561701.20 3711332.37 3688105.11 379451.45 3714031.84 3711099.10 3633966.50 369467.45 3631734.05 3672701.68 368848.94 374827.11 364
Andreas Kuhn, Shan Lin, Oliver Erdler: Plane Completion and Filtering for Multi-View Stereo Reconstruction. GCPR 2019
TAPA-MVS6309.84 213374.90 3653806.99 3682078.63 3822535.47 3992499.25 4088816.16 383456.05 3726255.60 3921664.52 3936704.88 390629.95 3792768.38 3926343.93 404856.35 375968.25 379
Andrea Romanoni, Matteo Matteucci: TAPA-MVS: Textureless-Aware PAtchMatch Multi-View Stereo. ICCV 2019
MVEpermissive10021.00 2210550.67 38910002.44 39212195.33 4076242.00 4178768.00 42030896.00 4184451.00 42110331.00 4196247.00 41318296.00 417283.00 34521484.00 4227364.00 4075912.00 4146334.00 412
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 39122805.00 39425097.33 40815500.00 42619201.00 42842712.00 4206055.00 42238388.00 42316926.00 42238534.00 4197071.00 41535653.00 42329475.00 42210584.00 42220438.00 421
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
FBQ-MVS38.39 19343.19 20324.02 20137.02 21134.75 211121.94 2175.25 18970.28 21721.93 20864.99 2129.39 19725.38 20948.89 2158.98 19411.93 205
nomal-139.76 19545.28 20423.20 20036.57 21032.48 21098.95 2165.50 19084.74 21928.76 21076.23 21510.18 20024.51 20854.61 21612.00 20712.60 206
MVS_clip42.12 20241.02 20145.43 21341.55 21747.24 22034.87 20631.91 26439.23 21047.00 22243.77 20945.79 27145.96 21841.07 21143.97 25843.09 251
MVS_baseline40.71 20040.62 20040.98 20935.83 20941.70 21740.69 21330.01 26140.17 21544.54 21947.62 21147.49 27341.26 21646.59 21332.67 23539.99 242
VLMVS_CLIP41.36 20142.10 20239.14 20439.32 21243.30 21834.99 20744.38 27940.53 21645.84 22039.32 20349.12 27541.40 21747.27 21438.10 24132.71 220
PatchmatchNet2copyleft400.00 309400.00 310400.00 244400.00 364400.00 266
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Pablo Speciale, Marc Pollefeys: PatchmatchNet: Learned Multi-View Patchmatch Stereo. CVPR 2021
PatchmatchNet1copyleft400.00 270400.00 343400.00 341
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Pablo Speciale, Marc Pollefeys: PatchmatchNet: Learned Multi-View Patchmatch Stereo. CVPR 2021
PatchmatchNet3copyleft400.00 299
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Pablo Speciale, Marc Pollefeys: PatchmatchNet: Learned Multi-View Patchmatch Stereo. CVPR 2021
VLMVS39.38 19439.70 19538.39 20343.20 21841.62 21635.73 20839.21 27035.81 20946.46 22142.92 20831.86 25536.19 21146.03 21236.10 23737.37 238
PRO-TEST10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
test-26052499999.00 42899999.00 43099999.00 43199999.00 42499999.00 42499999.00 42599999.00 42499999.00 424
RoMa-HiRes1034.45 3291193.62 332556.95 323500.36 319544.88 3323519.53 35061.60 2852201.60 356461.12 3172254.28 35260.98 280906.83 3451523.88 352159.21 302219.15 310
DKM-HiRes889.49 3181027.58 328475.22 316423.85 314483.27 3193121.07 34852.45 2841928.03 350389.91 3131854.07 34750.60 277758.69 3391297.31 349130.95 290183.70 302
ArgMatch-Sym628.95 291725.61 294338.98 297319.80 288348.01 3022161.93 32434.42 2681349.94 324274.47 2911311.17 32335.52 257536.43 313953.83 32089.37 272132.49 278
PMatch-Up-SfM815.39 312940.33 317440.56 305382.27 304431.17 3162810.50 34646.03 2811754.44 343360.71 3091728.19 34344.08 270722.27 3361214.00 345122.78 288168.24 296
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 309906.45 315418.23 304363.55 297413.41 3132750.56 34542.96 2771663.64 341341.27 3071653.81 34142.46 269676.23 3341182.18 344117.60 284165.06 295
DenseAffine716.23 297826.00 300386.90 301338.46 291383.55 3072528.22 33939.18 2691519.44 336321.65 3031502.70 33738.50 262629.37 3301046.88 33299.01 276147.77 286
ArgMatch-SfM559.81 284646.64 290299.29 287273.31 279302.88 2911966.31 32132.78 2651178.38 317242.47 2831172.35 32031.59 254476.65 306841.50 31581.11 270118.35 273
MASt3R-SfM432.55 271498.24 277235.48 268246.34 274235.93 2781447.80 30932.85 266924.84 302196.39 274881.24 30233.31 256367.13 291643.29 30278.11 267103.39 269
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 20685.83 20844.16 21252.44 22048.43 223255.64 2257.90 203154.54 22535.49 211135.89 2197.20 19362.85 223106.86 22416.47 21221.20 211
SIFT-NCM-Cal72.17 20581.80 20743.26 21153.17 22147.34 221241.27 2227.46 201147.21 22235.86 212128.70 2188.51 19662.68 22299.13 22214.93 21019.77 209
SIFT-CM-Cal70.81 20480.73 20641.07 21053.36 22245.50 219238.80 2217.63 202146.46 22136.86 213124.25 2178.43 19557.83 21996.77 22113.98 20919.87 210
SIFT-PCN-Cal76.63 20786.39 20947.35 21486.31 23648.76 224235.08 22017.15 241145.29 22038.11 214117.96 21618.08 23664.06 22495.58 22023.97 22129.22 216
SIFT-NN-UMatch155.66 244177.77 24689.32 249115.42 25893.92 249530.76 26415.24 238312.03 26072.31 249292.83 25916.40 234130.90 258213.19 25831.76 23243.14 252
SIFT-NN-NCMNet145.54 240166.42 24282.90 246115.73 25992.94 247527.19 26314.03 232285.84 25565.69 239256.06 25116.30 232118.43 255188.39 24128.57 22937.34 237
SIFT-NN-CMatch150.38 242170.73 24389.34 250103.45 24593.34 248519.87 26113.80 230302.14 25768.52 244285.65 25516.39 233137.95 260198.09 25128.65 23036.72 236
SIFT-NN-PointCN174.29 245198.81 247100.73 253135.35 261113.50 263588.55 26524.71 246355.74 26277.37 257290.44 25727.16 242142.66 262248.71 26041.29 25746.03 253
XFeat-NN131.69 230151.90 23371.09 22676.28 22877.98 240462.62 25512.91 228268.06 25160.69 233251.04 24815.36 227105.71 243196.16 24323.96 22029.58 217
ALIKED-NN136.32 233155.63 23978.38 24189.85 23886.60 245481.11 25714.33 236272.35 25364.19 237256.34 25215.34 226112.39 249182.65 24024.52 22236.15 227
SP-NN125.71 227143.74 23071.61 22778.54 23065.10 229441.23 25011.20 219269.24 25255.66 230233.01 24012.24 215116.45 253171.30 23521.23 21433.27 223
SIFT-NN140.61 239162.76 24174.19 230102.05 24479.09 241496.97 25812.66 226286.61 25664.13 236266.77 25315.98 229109.53 246193.75 24225.88 22433.96 225
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 276518.66 278256.09 278234.58 271255.96 2841607.37 31533.24 267947.74 304191.46 273875.86 30030.56 246398.99 298672.82 30774.28 266113.32 271
PDCNetPlus580.74 285670.05 291312.81 292293.01 284325.34 2982012.58 32340.24 2751291.32 320244.73 2841126.48 31940.08 267476.71 307892.02 31890.03 273136.37 282
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 313947.65 318444.57 306404.53 312436.79 3172814.72 34748.36 2821757.60 344367.99 3121743.22 34450.35 276719.59 3351218.12 346123.95 289177.32 298
DKM753.27 298870.09 307402.84 302361.88 295411.34 3122666.28 34343.92 2781620.97 340327.84 3051561.61 34042.38 268642.06 3321096.20 341109.69 278155.12 290
ELoFTR243.08 249276.98 251141.35 257143.08 262138.37 264830.03 27820.10 242509.87 269106.57 262483.70 26517.51 235225.37 267341.57 26640.42 25360.32 259
MatchFormer330.86 257378.56 259187.76 262176.61 265188.47 2711141.98 30025.30 250698.47 286149.83 267667.80 28022.42 238297.22 277470.67 27653.93 26077.59 264
LoFTR273.51 253310.65 255162.12 258147.25 263160.13 268918.31 28221.42 244586.82 276125.36 264541.95 26720.52 237254.36 273387.55 26946.65 25971.86 262
ALIKED-LG135.42 232153.61 23580.84 24296.26 23988.69 246452.25 25213.96 231264.04 25062.14 235283.13 25415.44 228116.46 254169.14 23226.17 22537.37 238
SP-DiffGlue113.82 217130.70 21963.17 21967.00 22566.11 231377.48 24210.96 217236.17 23355.29 229224.34 23812.68 21794.74 235170.89 23421.50 21628.67 215
SP-LightGlue108.97 212125.92 21758.13 21778.34 22961.59 227393.69 2439.94 205223.58 23148.33 223199.72 22610.99 21186.77 225149.09 22919.57 21326.03 212
SP-SuperGlue137.45 237159.15 24072.36 228165.77 26470.44 233521.33 26211.27 220259.68 24953.14 227215.13 23612.16 214113.72 250170.03 23323.81 21932.93 221
SIFT-UMatch151.81 243172.70 24589.15 248114.65 25796.40 254500.71 26014.32 235311.67 25967.41 243292.77 25816.23 231130.44 257208.85 25727.71 22740.60 247
SIFT-NCMNet150.00 241171.18 24486.47 247118.16 26094.14 250498.85 25914.22 234306.48 25866.28 242288.38 25616.10 230130.24 256202.13 25530.03 23135.03 226
SIFT-ConvMatch127.90 228145.81 23174.19 23097.94 24083.95 244423.51 24812.70 227257.99 24161.47 234240.26 24114.41 221107.54 244178.90 23825.10 22331.06 218
SIFT-PointCN137.54 238153.56 23489.49 25186.92 23799.27 255439.85 24920.52 243276.42 25469.62 248249.96 24623.99 241132.59 259180.42 23934.34 23636.61 235
XFeat-MNN108.16 211124.14 21660.24 21864.71 22365.64 230351.83 24011.05 218228.12 23252.43 226213.52 23513.22 22087.03 226160.49 23121.88 21728.05 214
ALIKED-MNN111.04 216126.54 21864.54 22079.44 23172.14 234374.82 24111.60 225221.75 23053.64 228210.25 23413.20 21994.25 234152.80 23021.39 21527.22 213
SP-MNN124.86 226143.22 22969.79 22286.07 23567.38 232447.53 25111.56 224256.60 24064.57 238215.61 23712.66 216110.32 248172.03 23622.35 21831.67 219
SIFT-MNN131.73 231151.00 23273.91 229106.70 24680.02 242465.05 25613.45 229253.70 23959.23 231240.68 24515.27 225108.54 245178.34 23726.57 22633.17 222
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 41510000000.00 43410000000.00 43621344.80 41210000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43110000000.00 43010000000.00 43110000000.00 427
MED-MVS8343445.32 4007791260.42 40310000000.00 41510000000.00 43410000000.00 43621344.80 41210000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43099999.00 42410000000.00 427
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 4018891260.53 40410000000.00 41510000000.00 43410000000.00 43621344.80 41210000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
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NormalMVS10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
lecture10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
SymmetryMVS10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
Elysia10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
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LuminaMVS10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
VortexMVS10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
AstraMVS10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
guyue10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
sc_t110000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
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SSC-MVS3.2667.82 294787.71 298308.16 289385.94 305327.65 2991718.51 316117.00 3191942.46 351317.12 3011488.73 335183.89 319404.82 301763.70 310172.02 308192.01 307
testing3-2489.51 279555.88 282290.42 283362.21 296319.27 2951424.84 30888.81 303964.80 305309.62 299879.13 301174.38 318363.98 287643.82 303155.29 296188.01 303
myMVS_eth3d28418.40 269473.07 271254.39 277261.18 277313.04 2921172.79 30274.16 293929.18 303264.68 287745.72 286139.03 308318.91 281549.18 291121.71 287131.21 275
UWE-MVS-28327.73 256369.67 258201.90 265281.09 283210.75 275832.98 27974.67 294680.98 285198.23 275613.42 276112.56 298259.80 274418.76 272114.35 279135.15 281
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GDP-MVS219.79 248249.11 250131.85 256187.15 268155.97 267667.31 27030.57 263398.95 265131.26 266387.86 26258.83 279164.55 264315.00 26365.03 26375.04 263
BP-MVS1202.65 246232.15 248114.16 254183.40 267141.78 265655.87 26924.69 245372.56 263109.76 263356.89 26047.15 272139.51 261284.15 26254.86 26161.20 260
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 292770.84 297310.98 291391.79 307353.00 3032280.68 32699.17 3131776.79 345301.20 2981123.23 318187.34 328390.28 297620.39 297156.98 299189.66 305
dongtai360.45 260401.64 262236.89 271303.10 285262.16 287963.12 28472.78 289622.82 281199.37 276708.06 283130.96 303310.90 280506.46 285108.11 277137.60 283
kuosan267.89 252301.05 254168.41 260244.05 273177.28 269667.98 27165.76 286533.41 271157.79 269492.01 266104.69 295226.72 268364.47 26879.31 268101.21 268
MVSMamba_PlusPlus10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
MGCFI-Net10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
testing91347.05 258389.92 260218.43 267275.92 281241.43 280923.71 28371.70 287667.65 283217.04 279629.00 277113.33 299281.39 276495.50 278115.45 281132.47 277
testing11348.86 259393.09 261216.15 266275.24 280239.53 279915.55 28172.35 288679.89 284215.75 278633.79 278118.08 300276.62 275509.56 286117.61 285132.30 276
testing99408.82 267462.15 269248.86 275322.45 289269.42 2881118.93 29873.26 292719.36 289262.28 286772.10 287150.98 310327.08 283601.98 294137.99 293150.07 287
UBG667.82 294787.71 298308.16 289385.94 305327.65 2991718.51 316117.00 3191942.46 351317.12 3011488.73 335183.89 319404.82 301763.70 310172.02 308192.01 307
UWE-MVS387.98 263438.66 266235.93 269349.32 293257.61 2851081.50 29582.45 299637.74 282257.12 285738.54 285134.25 304308.00 278531.93 288135.11 292142.17 284
ETVMVS443.50 275498.07 276279.78 282378.05 302321.57 2971163.68 30187.12 300897.50 301269.81 290822.83 297141.20 309334.53 285568.21 293154.21 295183.26 301
sasdasda10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
testing222430.52 270487.50 274259.56 279379.87 303282.69 2891138.34 29981.30 297880.86 298281.58 292834.27 298135.83 306333.22 284514.90 287140.56 294162.76 291
WB-MVSnew404.84 266458.00 268245.36 273374.70 299320.27 2961193.74 30372.90 290773.77 294238.30 280688.22 28290.05 288308.59 279532.76 289157.54 300107.21 270
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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 281422.23 273
Syy-MVS370.76 261415.60 264236.25 270310.54 286210.76 276965.13 28598.58 310746.06 291266.26 288788.85 29091.37 289364.76 288357.17 267116.42 282133.22 279
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testing3418.10 268469.06 270265.23 280335.69 290290.63 2901240.88 30593.72 305717.99 288215.31 277811.97 296232.41 342358.74 286458.67 275114.88 280146.32 285
SSC-MVS320.23 255364.09 257188.66 263260.78 276193.84 272975.93 28773.11 291596.72 277185.29 271589.02 27374.47 284246.01 271427.42 27494.06 274126.12 274
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 254357.41 256193.51 264257.06 275213.32 277914.45 28049.03 283600.77 278186.42 272634.00 27975.03 285251.35 272411.39 27188.55 271115.87 272
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 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
SDMVSNet10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
dmvs_testset10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
sd_testset10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
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FE-MVS207.10 247234.26 249125.61 255180.34 266153.23 266635.64 26830.05 262378.38 264127.68 265377.08 26148.95 274154.43 263266.67 26163.56 26269.18 261
FA-MVS(test-final)261.15 250293.29 252164.72 259236.23 272199.99 274800.05 27642.35 276475.87 268155.47 268470.67 26458.49 278205.24 266319.44 26481.03 26988.93 265
BridgeMVS10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
MonoMVSNet10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
patch_mono-210000.00 38310000.00 38610000.00 40110000.00 42010000.00 42210000.00 39110000.00 42510000.00 41310000.00 41610000.00 40910000.00 41710000.00 41510000.00 41410000.00 41610000.00 414
EGC-MVSNET2819.75 3583096.89 3611988.33 3793105.00 4102241.00 4009480.00 389640.00 3964209.00 3721583.00 3854740.00 377547.00 3712797.00 3932644.00 367924.00 380927.00 374
test250610000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
test111110000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
ECVR-MVScopyleft10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
test_blank10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
tt080510000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
DVP-MVS++3981.10 3734731.32 3781730.42 3712191.51 3911949.98 39416473.90 410355.33 3557172.90 4041622.98 3907879.79 401434.33 3602428.11 3835762.12 393689.04 355813.18 361
FOURS12643.17 4002465.14 40313996.40 405493.26 3777619.38 4072107.24 398
MSC_two_6792asdad2237.56 3832643.17 4002465.14 403493.26 3773088.29 4006075.14 4001078.39 3921159.26 390
PC_three_14527619.38 4072107.24 3987416.93 397610.24 3763088.29 4006075.14 4001078.39 3921159.26 390
No_MVS2237.56 3832643.17 4002465.14 403493.26 3773088.29 4006075.14 4001078.39 3921159.26 390
test_one_06012643.17 4002465.14 403493.26 3777619.38 4072107.24 3987416.93 397610.24 376
eth-test21.42 140
eth-test10000000.00 434
GeoE19.41 19222.09 19411.37 19717.21 20811.30 20650.50 2144.30 18833.60 20711.70 20644.50 2107.30 19418.90 20722.60 2057.10 1933.90 180
test_method18.29 19120.89 19310.50 19615.00 20613.00 20855.00 2153.00 18734.00 20811.50 20432.50 2025.00 18213.50 20527.00 2065.00 1825.00 182
Anonymous2024052110000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
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 3691821.00 392378.00 3603721.00 3681231.00 3671833.00 346321.00 3501224.00 3612103.00 362692.00 358
SR-MVS-dyc-post11.55 18911.55 19111.55 19811.55 20511.55 20711.55 20411.55 22311.55 20511.55 20511.55 20011.55 21311.55 20411.55 20211.55 20611.55 204
RE-MVS-def610.10 287610.10 327610.10 340610.10 266610.10 392610.10 279610.10 338610.10 274610.10 374610.10 295610.10 348610.10 346
SED-MVS4062.74 3764671.13 3772237.56 3832643.17 4002465.14 40313996.40 405493.26 3777619.38 4072107.24 3987416.93 397610.24 3763088.29 4006075.14 4001078.39 3921159.26 390
IU-MVS2725.60 4052598.35 409515.86 3857016.02 4002363.85 4025973.88 3961620.04 4041732.56 400
OPU-MVS2451.45 3912725.60 4052598.35 4099203.30 3856894.28 391887.23 3943023.43 3965973.88 3961620.04 4041732.56 400
test_241102_TWO515.86 3857016.02 4002363.85 4026894.28 391887.23 3943023.43 3965973.88 3961620.04 4041732.56 400
test_241102_ONE2725.60 4052598.35 409515.86 3857016.02 4002363.85 4026894.28 391887.23 3943023.43 396
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 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
miper_ehance_all_eth10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
miper_enhance_ethall10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
ZNCC-MVS9999.00 3829999.00 3859999.00 4009999.00 4199999.00 4219999.00 3909999.00 4249999.00 4129999.00 4159999.00 4089999.00 4169999.00 4149999.00 4139999.00 4159999.00 413
dcpmvs_210000.00 38310000.00 38610000.00 40110000.00 42010000.00 42210000.00 39110000.00 42510000.00 41310000.00 41610000.00 40910000.00 41710000.00 41510000.00 41410000.00 41610000.00 414
cl____10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
DIV-MVS_self_test10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
eth_miper_zixun_eth10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
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 3251000.00 3231000.00 3471000.00 3571000.00 3621000.00 2911000.00 4111000.00 3101000.00 3561000.00 3091000.00 4021000.00 3531000.00 3261000.00 3871000.00 384
DCPMVS10000.00 38310000.00 38610000.00 40110000.00 42010000.00 42210000.00 39110000.00 42510000.00 41310000.00 41610000.00 40910000.00 41710000.00 41510000.00 41410000.00 41610000.00 414
save fliter0.00 10.00 10.00 10.00 10.00 1
ET-MVSNet_ETH3D10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
UniMVSNet_ETH3D10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
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 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
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 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
DVP-MVScopyleft3981.10 3734731.32 3781730.42 3712191.51 3911949.98 39416473.90 410355.33 3557172.90 4041622.98 3907879.79 401434.33 3602428.11 3835762.12 393689.04 355813.18 361
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 3821363.85 3724894.28 379387.23 3572023.43 3743973.88 379620.04 350732.56 355
test_0728_SECOND1451.45 3621725.60 3721598.35 3769203.30 385315.86 3512023.43 3743973.88 379620.04 350732.56 355
test07261725.60 3721598.35 3769203.30 385315.86 3515016.02 3821363.85 3724894.28 379387.23 357
SR-MVS610.10 287610.10 287610.10 329610.10 327610.10 340610.10 266610.10 392610.10 279610.10 338610.10 274610.10 374610.10 326610.10 295610.10 348610.10 346
DPM-MVS3268.00 3633762.89 3661783.33 3731756.00 3771806.00 39012319.00 401307.00 3496319.00 3931557.00 3835763.00 385302.00 3482609.00 3875061.00 390482.00 345935.00 375
GST-MVS4000.00 3754533.33 3762400.00 3862400.00 3962400.00 4027200.00 3702400.00 4197200.00 4062400.00 4067200.00 3952400.00 4122400.00 3827200.00 4062400.00 4102400.00 409
test_yl10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
thisisatest053010000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
Anonymous2024052910000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
Anonymous20240521110000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
DCV-MVSNet10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
tttt051710000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
our_test_310000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
thisisatest051510000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
ppachtmachnet_test10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
SMA-MVScopyleft10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
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
GSMVS10000000.00 427
DPE-MVScopyleft10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
Kehua Chen, Zhenlong Yuan, Tianlu Mao, Zhaoqi Wang: Dual-Level Precision Edges Guided Multi-View Stereo with Accurate Planarization. AAAI2025
test_part210000000.00 43410000000.00 43610000000.00 430
thres100view90010000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
tfpnnormal10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
tfpn200view910000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
c3_l10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
CHOSEN 280x4202340.81 3492643.03 3521434.14 3582025.55 3881629.36 3796542.40 365412.49 3654219.70 3731547.02 3804328.52 371650.74 3811798.26 3683333.17 372727.72 361874.79 368
CANet110.62 213124.04 21370.34 22382.03 23274.27 237325.54 23025.25 247207.16 22669.28 245194.38 22327.53 24395.79 236147.76 22637.43 23840.97 248
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 213124.04 21370.34 22382.03 23274.27 237325.54 23025.25 247207.16 22669.28 245194.38 22327.53 24395.79 236147.76 22637.43 23840.97 248
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 3951111219.60 40175.70 23274.28 22673.29 235284.50 22611.35 221238.58 23465.86 240255.35 24914.55 222115.69 25110000000.00 43031.94 23338.12 240
MP-MVS-pluss: MP-MVS-pluss. MP-MVS-pluss
MSP-MVS4296.20 3774911.12 3812451.45 3912725.60 4052598.35 40916203.30 409515.86 3857016.02 4002363.85 4026894.28 391887.23 3943023.43 3965973.88 3961620.04 4041732.56 400
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 43010000000.00 427
sam_mvs10000000.00 430
IterMVS-SCA-FT10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
TSAR-MVS + MP.3528.01 3664065.89 3731914.35 3762349.10 3942141.30 39912362.70 403417.60 3696717.80 3991759.40 3946497.50 388518.18 3672629.38 3905164.32 392806.40 372972.38 380
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 20710.28 19510.28 19410.28 19010.28 20110.28 19410.28 19210.28 19610.28 194
OPM-MVS3268.00 3633762.89 3661783.33 3731756.00 3771806.00 39012319.00 401307.00 3496319.00 3931557.00 3835763.00 385302.00 3482609.00 3875061.00 390482.00 345935.00 375
Ray L. Khuboni, Hongjun Xu: Octagram Propagation Matching for Multi-Scale View Stereopsis (OPM-MVS).
ACMMP_NAP118.81 218133.18 22075.70 23274.28 22673.29 235284.50 22611.35 221238.58 23465.86 240255.35 24914.55 222115.69 251222.18 25931.94 23338.12 240
ambc999.00 344999.00 354999.00 359999.00 288999.00 408999.00 353999.00 306999.00 399999.00 350999.00 323999.00 384999.00 381
MTGPAbinary10000000.00 437
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 20710.28 19510.28 19410.28 19010.28 20110.28 19410.28 19210.28 19610.28 194
xiu_mvs_v1_base10.28 17910.28 18110.28 18610.28 19410.28 19610.28 19410.28 20710.28 19510.28 19410.28 19010.28 20110.28 19410.28 19210.28 19610.28 194
new-patchmatchnet766.12 300859.03 304487.38 319595.68 322536.14 3242346.27 328142.51 3341488.08 327422.43 3141361.32 326163.65 315628.60 3281003.74 330207.61 317297.41 326
pmmvs610000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
pmmvs510000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
test_post110000000.00 42710000000.00 42610000000.00 43010000000.00 43110000000.00 430
test_post10000000.00 42610000000.00 43010000000.00 431
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 42610000000.00 43010000000.00 431
Anonymous2023121110000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
pmmvs-eth3d10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
GG-mvs-BLEND596.01 327611.29 329600.33 337790.30 273513.12 383552.71 331567.40 268662.54 386531.67 309503.93 281779.80 365656.02 349
xiu_mvs_v1_base_debi10.28 17910.28 18110.28 18610.28 19410.28 19610.28 19410.28 20710.28 19510.28 19410.28 19010.28 20110.28 19410.28 19210.28 19610.28 194
Anonymous2023120610000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
MTAPA833442.10 3961111233.77 40267.09 22165.59 22464.81 228284.50 22610000000.00 437219.97 22959.62 232229.89 23912.72 218103.00 242203.67 25627.93 22833.46 224
MTMP10000000.00 42710000000.00 437
gm-plane-assit611.29 329600.33 337579.21 272567.40 268531.67 309503.93 281
test9_res0.00 10.00 10.00 1
MVP-Stereo473.58 277533.67 279293.33 284376.00 300318.00 2931461.00 31096.00 306835.00 296290.00 296804.00 29397.00 291383.00 295688.00 308156.00 297179.00 299
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 286605.37 286562.67 324617.29 333500.33 322772.30 272413.12 368579.21 272552.71 331567.40 268662.54 386531.67 309503.93 281779.80 365656.02 349
SCA10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
Patchmatch-test10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
test_80.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
MS-PatchMatch473.58 277533.67 279293.33 284376.00 300318.00 2931461.00 31096.00 306835.00 296290.00 296804.00 29397.00 291383.00 295688.00 308156.00 297179.00 299
Patchmatch-RL test10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
cdsmvs_eth3d_5k10.28 17910.28 18110.28 18610.28 19410.28 19610.28 19410.28 20710.28 19510.28 19410.28 19010.28 20110.28 19410.28 19210.28 19610.28 194
pcd_1.5k_mvsjas10.28 17910.28 18110.28 18610.28 19410.28 19610.28 19410.28 20710.28 19510.28 19410.28 19010.28 20110.28 19410.28 19210.28 19610.28 194
agg_prior20.00 10.00 10.00 1
agg_prior0.00 10.00 10.00 10.00 10.00 1
tmp_tt371.08 262412.78 263246.00 274231.00 270197.00 2731293.00 307376.00 359756.00 293609.00 33771.00 213106.00 296195.00 265102.00 223171.00 307346.00 333
canonicalmvs10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
anonymousdsp10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
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 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
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 38310000.00 38610000.00 40110000.00 42010000.00 42210000.00 39110000.00 42510000.00 41310000.00 41610000.00 40910000.00 41710000.00 41510000.00 41410000.00 41610000.00 414
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 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
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 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
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 3251000.00 3231000.00 3471000.00 3571000.00 3621000.00 2911000.00 4111000.00 3101000.00 3561000.00 3091000.00 4021000.00 3531000.00 3261000.00 3871000.00 384
uncertanet10000.00 38310000.00 38610000.00 40110000.00 42010000.00 42210000.00 39110000.00 42510000.00 41310000.00 41610000.00 40910000.00 41710000.00 41510000.00 41410000.00 41610000.00 414
AllTest10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
TestCases10000000.00 41510000000.00 43410000000.00 43610000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
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 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
balanced_ft_v110000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
PS-MVSNAJss10.28 17910.28 18110.28 18610.28 19410.28 19610.28 19410.28 20710.28 19510.28 19410.28 19010.28 20110.28 19410.28 19210.28 19610.28 194
PS-MVSNAJ10.28 17910.28 18110.28 18610.28 19410.28 19610.28 19410.28 20710.28 19510.28 19410.28 19010.28 20110.28 19410.28 19210.28 19610.28 194
jajsoiax10.28 17910.28 18110.28 18610.28 19410.28 19610.28 19410.28 20710.28 19510.28 19410.28 19010.28 20110.28 19410.28 19210.28 19610.28 194
mvs_tets10.28 17910.28 18110.28 18610.28 19410.28 19610.28 19410.28 20710.28 19510.28 19410.28 19010.28 20110.28 19410.28 19210.28 19610.28 194
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 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
test_prior40.00 10.00 1
XVS10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
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 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
test_prior20.00 10.00 10.00 10.00 10.00 10.00 10.00 1
X-MVStestdata10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
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 3553055.56 3601451.45 3621725.60 3721598.35 3769203.30 385315.86 3515016.02 3821363.85 3724894.28 379387.23 3572023.43 3743973.88 379620.04 350732.56 355
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 3351411.08 338738.48 340712.71 345712.68 3464168.17 356136.50 3322276.40 357613.28 3402368.60 356161.61 3141130.38 3601964.54 360297.88 335372.39 336
APDe-MVScopyleft10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
Zhaojie Zeng, Yuesong Wang, Tao Guan: Matching Ambiguity-Resilient Multi-View Stereo via Adaptive Patch Deformation. Pattern Recognition
APD-MVS_3200maxsize10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
ADS-MVSNet2443.33 273482.84 272324.79 295434.94 316387.73 3081110.57 29687.69 301887.02 299282.92 293779.29 28898.57 293422.76 303502.40 279162.19 305163.87 292
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 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
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 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
TESTMET0.1,110000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
test-mter10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
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 3371480.82 340743.96 341899.25 351763.47 3504305.47 357143.90 3352530.94 360683.99 3422346.34 355201.65 3351098.25 3581920.59 359295.21 334370.16 335
testgi10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
test20.0310000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
thres600view710000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
ADS-MVSNet443.33 273482.84 272324.79 295434.94 316387.73 3081110.57 29687.69 301887.02 299282.92 293779.29 28898.57 293422.76 303502.40 279162.19 305163.87 292
MP-MVScopyleft10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
Rongxuan Tan, Qing Wang, et al.: MP-MVS: Multi-Scale Windows PatchMatch and Planar Prior Multi-View Stereo.
testmvs10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
thres40010000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
test12310000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
thres20010000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
test0.0.03 110000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
pmmvs310000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
EMVS10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
E-PMN10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
PGM-MVS10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
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 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
mvs_anonymous774.90 302882.28 308452.77 307636.50 334537.20 3252348.80 329120.30 3211504.30 328474.40 3191371.10 327186.90 321564.70 3161078.90 334219.30 319256.40 313
MVS_Test10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
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 2006.66 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 302882.28 308452.77 307636.50 334537.20 3252348.80 329120.30 3211504.30 328474.40 3191371.10 327186.90 321564.70 3161078.90 334219.30 319256.40 313
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 302882.28 308452.77 307636.50 334537.20 3252348.80 329120.30 3211504.30 328474.40 3191371.10 327186.90 321564.70 3161078.90 334219.30 319256.40 313
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 302882.28 308452.77 307636.50 334537.20 3252348.80 329120.30 3211504.30 328474.40 3191371.10 327186.90 321564.70 3161078.90 334219.30 319256.40 313
baseline1774.90 302882.28 308452.77 307636.50 334537.20 3252348.80 329120.30 3211504.30 328474.40 3191371.10 327186.90 321564.70 3161078.90 334219.30 319256.40 313
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 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
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 281567.42 283304.33 288395.39 308356.32 3041512.04 313216.53 346994.15 307350.16 308804.16 295119.38 301380.98 292555.14 292159.87 303175.69 297
PM-MVS10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
HQP_MVS10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
plane_prior710000000.00 43410000000.00 436
plane_prior610000000.00 43410000000.00 43610000000.00 430
plane_prior510000000.00 43710000000.00 43110000000.00 43010000000.00 43110000000.00 427
plane_prior410000000.00 426
plane_prior310000000.00 43610000000.00 43010000000.00 430
plane_prior210000000.00 42710000000.00 430
plane_prior110000000.00 434
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 3381622.84 342678.81 337952.13 353840.17 3545358.21 362170.75 3412650.47 361713.54 3462394.28 357209.42 339855.56 3421854.36 358302.42 336340.71 332
n214.20 233
nn1.42 142
mPP-MVS10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
door-mid1.42 142
XVG-OURS-SEG-HR999999.00 397999999.00 398999999.00 412999999.00 431999999.00 433999999.00 424999999.00 434999999.00 427999999.00 427999999.00 423999999.00 427999999.00 428999999.00 427999999.00 428999999.00 424
mvsmamba10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
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 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
K. test v3877.74 317980.16 320570.46 3261316.85 366813.15 3522565.52 341103.78 3151509.49 335548.33 3301258.90 322219.93 341587.82 3251102.37 342196.30 314310.42 328
lessismore_v0569.20 325667.25 343644.68 34396.45 308428.86 3161514.17 338204.21 337756.58 3371061.60 333197.79 315306.34 327
SixPastTwentyTwo773.62 301869.37 306486.35 318603.45 324547.15 3342532.14 340106.92 3161434.95 326428.08 3151360.56 325165.15 316628.96 329984.09 322209.01 318282.94 323
OurMVSNet-221017-0999.00 323999.00 321999.00 344999.00 354999.00 359999.00 288999.00 408999.00 308999.00 353999.00 306999.00 399999.00 350999.00 323999.00 384999.00 381
HPM-MVScopyleft10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
Chunlin Ren, Qingshan Xu, Shikun Zhang, Jiaqi Yang: Hierarchical Prior Mining for Non-local Multi-View Stereo. ICCV 2023
XVG-OURS999999.00 397999999.00 398999999.00 412999999.00 431999999.00 433999999.00 424999999.00 434999999.00 427999999.00 427999999.00 423999999.00 427999999.00 428999999.00 427999999.00 428999999.00 424
XVG-ACMP-BASELINE999999.00 397999999.00 398999999.00 412999999.00 431999999.00 433999999.00 424999999.00 434999999.00 427999999.00 427999999.00 423999999.00 427999999.00 428999999.00 427999999.00 428999999.00 424
casdiffmvs_mvgpermissive774.90 302882.28 308452.77 307636.50 334537.20 3252348.80 329120.30 3211504.30 328474.40 3191371.10 327186.90 321564.70 3161078.90 334219.30 319256.40 313
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 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
LGP-MVS_train10000000.00 41510000000.00 43410000000.00 43610000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
baseline774.90 302882.28 308452.77 307636.50 334537.20 3252348.80 329120.30 3211504.30 328474.40 3191371.10 327186.90 321564.70 3161078.90 334219.30 319256.40 313
test111.00 135
door99.00 312
EPNet_dtu10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
Wanjuan Su, Wenbing Tao: Efficient Edge-Preserving Multi-View Stereo Network for Depth Estimation. AAAI 2023
CHOSEN 1792x26882340.81 3492643.03 3521434.14 3582025.55 3881629.36 3796542.40 365412.49 3654219.70 3731547.02 3804328.52 371650.74 3811798.26 3683333.17 372727.72 361874.79 368
EPNet10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
Wanjuan Su, Wenbing Tao: Efficient Edge-Preserving Multi-View Stereo Network for Depth Estimation. AAAI 2023
HQP5-MVS10000000.00 436
HQP-NCC10000000.00 43410000000.00 42710000000.00 43010000000.00 430
ACMP_Plane10000000.00 43410000000.00 42710000000.00 43010000000.00 430
APD-MVScopyleft1000000000.00 5351000000000.00 5381000000000.00 5531000000000.00 5801000000000.00 5801000000000.00 5651000000000.00 5801000000000.00 5721000000000.00 5731000000000.00 5691000000000.00 5741000000000.00 5741000000000.00 5721000000000.00 5721000000000.00 569
Yuesong Wang, Zhaojie Zeng and etc.: Adaptive Patch Deformation for Textureless-Resilient Multi-View Stereo. CVPR2023
BP-MVS10000000.00 430
HQP4-MVS10000000.00 43010000000.00 43110000000.00 427
HQP3-MVS10000000.00 43710000000.00 431
HQP2-MVS10000000.00 430
CNVR-MVS10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
NCCC10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
114514_t99999.00 39399999.00 39699999.00 41099999.00 42899999.00 43099999.00 42299999.00 43199999.00 42599999.00 42499999.00 42199999.00 42499999.00 42599999.00 42499999.00 42499999.00 422
CP-MVS10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
DSMNet-mixed131.33 229143.00 22896.33 25299.00 24381.00 243201.00 21945.00 280335.00 26199.00 261251.00 24738.00 261110.00 247120.00 22599.00 27598.00 266
tpm23617.85 3674007.23 3692449.73 3872012.71 3841698.05 3847351.19 371869.29 4036132.06 3881588.28 3868007.42 4031281.09 4083888.11 4087472.04 4081351.00 3981763.02 404
NP-MVS10000000.00 43410000000.00 43610000000.00 426
EG-PatchMatch MVS437.03 272493.12 275268.77 281264.80 278260.20 2861491.80 31298.00 309723.20 290238.80 281722.40 28463.10 281382.00 293629.00 298207.00 316164.10 294
tpm cat13617.85 3674007.23 3692449.73 3872012.71 3841698.05 3847351.19 371869.29 4036132.06 3881588.28 3868007.42 4031281.09 4083888.11 4087472.04 4081351.00 3981763.02 404
SteuartSystems-ACMMP2891.50 3603284.78 3631711.67 3701954.00 3821655.00 38210117.00 398445.00 3705102.00 3851375.00 3765126.00 383351.00 3542638.00 3914402.00 386691.00 357842.00 365
Skip Steuart: Steuart Systems R&D Blog.
CostFormer3617.85 3674007.23 3692449.73 3872012.71 3841698.05 3847351.19 371869.29 4036132.06 3881588.28 3868007.42 4031281.09 4083888.11 4087472.04 4081351.00 3981763.02 404
CR-MVSNet612.36 288617.81 289596.01 327611.29 329600.33 337790.30 273513.12 383579.21 272552.71 331567.40 268662.54 386531.67 309503.93 281779.80 365656.02 349
JIA-IIPM804.30 311835.64 302710.26 338885.90 349895.90 357455.98 253668.73 3971297.17 3211002.26 3601001.67 313655.98 384756.98 338667.90 304885.21 377477.90 343
Patchmtry1090.75 3311198.88 333766.38 3421290.90 364485.90 3202423.98 3361267.30 4151297.17 321923.90 350923.40 3041215.54 407990.23 348667.90 304779.80 365823.02 363
PatchT856.34 316860.99 305842.38 3431290.90 364880.90 355790.30 2731267.30 415579.21 272923.90 350567.40 268662.54 386990.23 348887.56 316779.80 365656.02 349
tpmrst2557.50 3532847.12 3561688.66 3691784.08 3801778.25 3897445.50 375342.14 3544471.54 3771534.55 3794382.10 374530.10 3692361.21 3814142.81 382991.22 382926.51 373
BH-w/o40.00 19640.00 19640.00 20540.00 21340.00 21240.00 20940.00 27140.00 21140.00 21540.00 20440.00 26340.00 21240.00 20740.00 24940.00 243
tpm3617.85 3674007.23 3692449.73 3872012.71 3841698.05 3847351.19 371869.29 4036132.06 3881588.28 3868007.42 4031281.09 4083888.11 4087472.04 4081351.00 3981763.02 404
DELS-MVS514.57 282587.73 285295.12 286343.03 292328.09 3011540.48 314116.22 318988.59 306325.44 304906.22 303119.86 302365.72 290788.60 312161.09 304191.55 306
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 19640.00 19640.00 20540.00 21340.00 21240.00 20940.00 27140.00 21140.00 21540.00 20440.00 26340.00 21240.00 20740.00 24940.00 243
RPMNet787.26 310829.13 301661.63 333885.90 349895.90 357455.98 253610.10 3921297.17 3211002.26 3601001.67 313655.98 384611.10 327667.90 304885.21 377477.90 343
MVSTER890.06 3191005.91 327542.52 321736.13 346653.90 3442616.56 342145.22 3361692.10 342555.69 3341554.72 339266.25 343660.02 3331219.66 347266.84 331313.64 329
CPTT-MVS10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
GBi-Net44.67 20349.24 20530.96 20247.53 21947.57 222126.09 2188.00 20476.99 21826.09 20973.50 21411.27 21230.55 21061.12 21712.58 20814.75 207
PVSNet_Blended_VisFu136.90 234155.40 23681.40 243111.00 25496.20 251407.00 24525.90 251251.60 23685.10 258240.50 24237.00 25899.90 239199.80 25240.70 25448.10 254
PVSNet_BlendedMVS136.90 234155.40 23681.40 243111.00 25496.20 251407.00 24525.90 251251.60 23685.10 258240.50 24237.00 25899.90 239199.80 25240.70 25448.10 254
UnsupCasMVSNet_eth5.90 1695.90 1705.90 1755.90 1835.90 1835.90 1825.90 1915.90 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 1915.90 1835.90 1815.90 1795.90 1835.90 1825.90 1805.90 1835.90 183
PVSNet_Blended136.90 234155.40 23681.40 243111.00 25496.20 251407.00 24525.90 251251.60 23685.10 258240.50 24237.00 25899.90 239199.80 25240.70 25448.10 254
FMVSNet5124.76 219140.93 22176.26 234107.44 247100.17 256329.88 23327.12 254259.44 24274.30 250204.34 22730.74 24792.41 227196.98 24438.15 24236.19 228
test1124.76 219140.93 22176.26 234107.44 247100.17 256329.88 23327.12 254259.44 24274.30 250204.34 22730.74 24792.41 227196.98 24438.15 24236.19 228
new_pmnet88.14 20998.62 21056.70 21598.14 24156.07 225246.79 22315.37 239148.06 22350.77 224143.13 22023.35 23962.65 22093.26 21868.71 26451.38 257
FMVSNet3124.76 219140.93 22176.26 234107.44 247100.17 256329.88 23327.12 254259.44 24274.30 250204.34 22730.74 24792.41 227196.98 24438.15 24236.19 228
dp87.20 208113.80 2127.42 18510.50 2048.88 193298.82 2292.70 186510.35 2707.79 191172.93 2223.37 1819.16 19214.00 2033.71 1814.23 181
FMVSNet2124.76 219140.93 22176.26 234107.44 247100.17 256329.88 23327.12 254259.44 24274.30 250204.34 22730.74 24792.41 227196.98 24438.15 24236.19 228
FMVSNet1124.76 219140.93 22176.26 234107.44 247100.17 256329.88 23327.12 254259.44 24274.30 250204.34 22730.74 24792.41 227196.98 24438.15 24236.19 228
N_pmnet88.14 20998.62 21056.70 21598.14 24156.07 225246.79 22315.37 239148.06 22350.77 224143.13 22023.35 23962.65 22093.26 21868.71 26451.38 257
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 19640.00 19640.00 20540.00 21340.00 21240.00 20940.00 27140.00 21140.00 21540.00 20440.00 26340.00 21240.00 20740.00 24940.00 243
UGNet110.62 213124.04 21370.34 22382.03 23274.27 237325.54 23025.25 247207.16 22669.28 245194.38 22327.53 24395.79 236147.76 22637.43 23840.97 248
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 1915.90 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 23715.00 20615.00 20715.00 20115.00 22415.00 20615.00 20415.00 21115.00 208
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 1915.90 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 1915.90 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 1915.90 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 1915.90 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 1915.90 1835.90 1815.90 1795.90 1835.90 1825.90 1805.90 1835.90 183
TR-MVS40.00 19640.00 19640.00 20540.00 21340.00 21240.00 20940.00 27140.00 21140.00 21540.00 20440.00 26340.00 21240.00 20740.00 24940.00 243
MDTV_nov1_ep13_2view9.99 1949.99 1929.99 1939.99 1929.99 1989.99 1909.99 193
MDTV_nov1_ep139.99 1809.99 1939.99 1949.99 1929.99 2069.99 1939.99 1929.99 1899.99 1989.99 1939.99 1909.99 195
MIMVSNet1124.76 219140.93 22176.26 234107.44 247100.17 256329.88 23327.12 254259.44 24274.30 250204.34 22730.74 24792.41 227196.98 24438.15 24236.19 228
MIMVSNet124.76 219140.93 22176.26 234107.44 247100.17 256329.88 23327.12 254259.44 24274.30 250204.34 22730.74 24792.41 227196.98 24438.15 24236.19 228
IterMVS-LS758.94 299856.56 303466.10 315606.60 325546.80 3332309.90 327122.20 3281402.80 325463.50 3181348.20 324192.60 331574.60 3241028.60 331234.60 328276.90 322
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++_ref10000000.00 431
IterMVS615.05 289691.66 292385.23 300516.40 320454.80 3181863.80 319102.10 3141142.20 316364.10 3101093.20 317135.00 305480.40 308826.90 313181.20 310220.50 311
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Marc Pollefeys: IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo.
DP-MVS Recon516.25 283581.17 284321.48 294361.02 294429.00 3151995.36 32278.48 296796.20 295283.32 295796.02 29296.78 290382.98 294636.72 300186.66 313152.46 288
MVS_111021_LR1136.45 3331298.72 336649.64 331756.17 347726.26 3483785.94 352138.15 3332190.64 355629.63 3412064.39 351165.45 317874.83 3431678.43 356279.70 333347.82 334
DP-MVS264.78 251296.02 253171.04 261191.70 269183.96 270827.10 27778.36 295438.24 267176.64 270435.12 26365.04 282230.52 270334.02 265117.96 28698.64 267
ACMMP++10000000.00 431
HQP-MVS10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
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 3593170.00 3621999.67 3801673.00 3702042.00 3988593.00 382474.00 3746452.00 3951268.00 3705125.00 382339.00 3523004.00 3954222.00 385384.00 341953.00 377
Jingyang Zhang, Yao Yao, Shiwei Li, Zixin Luo, Tian Fang: Visibility-aware Multiview Stereo Network. BMVC 2020
MVS-HIRNet2125.39 3452452.68 3481143.53 3532938.33 4091446.92 3716083.19 363391.74 3613801.71 3691202.10 3663439.72 363492.73 3651304.35 3623048.25 370676.32 353679.32 354
IS-MVSNet10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
HyFIR lowres test2340.81 3492643.03 3521434.14 3582025.55 3881629.36 3796542.40 365412.49 3654219.70 3731547.02 3804328.52 371650.74 3811798.26 3683333.17 372727.72 361874.79 368
EPMVS999.00 323999.00 321999.00 344999.00 354999.00 359999.00 288999.00 408999.00 308999.00 353999.00 306999.00 399999.00 350999.00 323999.00 384999.00 381
PAPM_NR10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
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 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
RPSCF394.81 265445.63 267242.35 272276.55 282253.63 2821207.27 30490.69 304715.56 287241.57 282684.87 281111.96 297320.02 282548.38 290133.81 291153.39 289
Vis-MVSNet (Re-imp)10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
test_04021110.00 3321260.00 335660.00 332900.00 352780.00 3513300.00 349210.00 3452040.00 353690.00 3431950.00 349300.00 347810.00 3401620.00 354330.00 339390.00 339
MVS_111021_HR3742.80 3714330.34 3741980.20 3782484.31 3972259.52 40114973.80 408515.90 3896500.13 3961949.21 3976146.89 387535.66 3702593.66 3864880.76 389986.37 3811087.43 389
CSCG826.03 314963.29 319414.24 303421.52 313426.11 3142230.35 325179.52 3421827.44 346733.43 348933.12 305281.25 344545.23 3141800.35 357262.64 330271.38 321
PatchMatch-RL10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
API-MVS4380.83 3784906.56 3802803.67 3943844.00 4133116.00 41413454.00 404901.00 4076511.00 3972794.00 4087365.00 396754.00 3903634.00 4066622.00 4051914.00 4091661.00 399
Test By Simon990.00 398
TDRefinement10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
USDC1000.00 3251000.00 3231000.00 3471000.00 3571000.00 3621000.00 2911000.00 4111000.00 3101000.00 3561000.00 3091000.00 4021000.00 3531000.00 3261000.00 3871000.00 384
EPP-MVSNet10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
PMMVS10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
PAPM10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
ACMMPcopyleft10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
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 39011772.44 3937637.33 3999120.00 4188206.00 41922252.00 4162010.00 41824984.00 4227458.00 41422596.00 4182940.00 41310260.00 42111100.00 4203492.00 4134446.00 411
PatchmatchNetpermissive492.52 280551.22 281316.40 293400.20 310357.90 3051277.10 306115.80 3171034.60 314315.90 300874.00 299155.10 312402.20 300629.50 299158.80 301189.10 304
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Pablo Speciale, Marc Pollefeys: PatchmatchNet: Learned Multi-View Patchmatch Stereo.
PHI-MVS99999.00 39399999.00 39699999.00 41099999.00 42899999.00 43099999.00 42299999.00 43199999.00 42599999.00 42499999.00 42199999.00 42499999.00 42599999.00 42499999.00 42499999.00 422
F-COLMAP1878.17 3422113.11 3451173.33 3551231.00 3621174.00 3676297.00 364392.00 3623356.00 3661087.00 3623082.00 361361.00 3551670.00 3652523.00 365689.00 354676.00 353
ANet_high10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
wuyk23d10000000.00 40210000000.00 40510000000.00 41510000000.00 43410000000.00 43610000000.00 42710000000.00 43710000000.00 43010000000.00 43010000000.00 42610000000.00 43010000000.00 43110000000.00 43010000000.00 43110000000.00 427
OMC-MVS5022.26 3795748.82 3822842.58 3954905.27 4153101.27 41314933.60 407812.24 4019278.40 4112959.29 4098800.17 4071092.24 4063806.30 4077568.54 4121389.60 4021620.18 398
MG-MVS1256.50 3361432.00 339730.00 339610.00 326760.00 3494720.00 359169.00 3401920.00 349723.00 3472510.00 359201.00 3341050.00 3571645.00 355390.00 342380.00 337
AdaColmapbinary2570.77 3542948.61 3571437.24 3611873.64 3811526.60 3737819.77 376373.97 3584970.45 3801479.29 3774648.46 376525.80 3681904.97 3724150.42 383695.69 360880.14 371
uanet10000.00 38310000.00 38610000.00 40110000.00 42010000.00 42210000.00 39110000.00 42510000.00 41310000.00 41610000.00 40910000.00 41710000.00 41510000.00 41410000.00 41610000.00 414
ITE_SJBPF2014.00 3811998.00 3831992.00 396701.00 3985989.00 3871812.00 3963612.00 367650.00 3802852.00 3944601.00 3881195.00 3971198.00 394
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 3251000.00 3231000.00 3471000.00 3571000.00 3621000.00 2911000.00 4111000.00 3101000.00 3561000.00 3091000.00 4021000.00 3531000.00 3261000.00 3871000.00 384
MAR-MVS3973.16 3724387.92 3752728.86 3933345.27 4123341.39 41611403.90 400798.76 4006555.62 3982569.29 4076514.86 389834.97 3933237.43 4055891.08 3951577.54 4031607.76 396
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 3573049.67 3591649.00 3681755.00 3761689.00 3838330.00 380464.00 3734997.00 3811528.00 3784763.00 378568.00 3722296.00 3804215.00 384827.00 373962.00 378
MSDG32606.17 39234443.44 39527094.33 40929249.00 42725246.00 42951144.00 4216705.00 42342886.00 42422888.00 42348534.00 42013263.00 42337507.00 42479298.00 42316024.00 42318530.00 420
LS3D7684.71 3818776.23 3844410.16 3985298.55 4165631.53 41834329.90 4191504.57 41711554.00 4203896.41 41115111.00 416812.19 3915985.63 4133516.20 3762963.23 4111613.31 397
CLD-MVS7338.25 3808341.00 3834330.00 3974902.00 4144991.00 41723318.00 417728.00 39914437.00 4214378.00 41213379.00 415824.00 3925708.00 41211429.00 4211674.00 4082291.00 408
Zhaoxin Li, Wangmeng Zuo, Zhaoqi Wang, Lei Zhang: Confidence-based Large-scale Dense Multi-view Stereo. IEEE Transaction on Image Processing, 2020
FPMVS1407.00 3391495.59 3411141.23 352648.01 342893.85 3564124.00 355503.81 3823219.04 364742.72 3492498.84 358157.98 3131727.83 366832.93 314732.98 364802.00 358
Gipumacopyleft689.75 296767.00 296458.00 314613.00 332549.00 3351943.00 320187.00 3431230.00 319518.00 3281092.00 316203.00 336564.00 315892.00 317225.00 326261.00 320
S. Galliani, K. Lasinger, K. Schindler: Massively Parallel Multiview Stereopsis by Surface Normal Diffusion. ICCV 2015