High-resolution multi-view benchmark

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

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

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

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

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




Method Infoallhigh-res
multi-view		indooroutdoorbotani.boulde.bridgedoorexhibi.lectur.living.loungeobserv.old co.statueterrac.
sorted bysort bysort bysort bysort bysort bysort bysort bysort bysort bysort bysort bysort bysort bysort bysort by
HY-MVS5.90 15.90 1595.90 1605.90 1655.90 1735.90 1735.90 1725.90 1795.90 1735.90 1715.90 1695.90 1735.90 1725.90 1705.90 1735.90 173
ACMH+729.97 2661.38 245754.00 247383.51 251368.96 247376.38 2582483.74 28982.42 2431089.25 269333.39 2561219.68 27466.53 228573.60 274957.86 272184.14 257200.56 255
PMVScopyleft863.65 3957.08 2661054.11 275666.00 280401.00 258495.00 2663790.00 297279.00 2931607.00 289521.00 2741745.00 29290.00 2311105.00 303639.00 257415.00 288398.00 285
Y. Furukawa, J. Ponce: Accurate, dense, and robust multiview stereopsis. PAMI (2010)
IB-MVS872.44 4616.41 243700.96 246362.78 250426.10 260409.25 2611822.69 272124.42 2741186.23 271366.85 2591079.42 270190.60 275451.78 259930.72 271181.59 256227.30 257
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 2671106.11 277553.33 268494.00 263534.00 2683581.00 295136.00 2761585.00 288478.00 2711871.00 29490.00 231839.00 2861460.00 295260.00 274287.00 269
Qingshan Xu and Wenbing Tao: Multi-Scale Geometric Consistency Guided Multi-View Stereo. CVPR 2019
PVSNet1207.94 6829.56 262937.18 265506.69 266645.55 285585.72 2802477.98 288130.52 2751578.29 287509.50 2721460.01 286194.90 277637.19 2811170.78 292267.07 277297.17 270
ACMP1246.57 71086.24 2751235.17 279639.45 275596.53 267639.91 2863904.24 298152.04 2821851.54 293566.58 2801997.95 296138.50 252938.30 2901605.46 297303.70 283340.14 276
Qingshan Xu and Wenbing Tao: Planar Prior Assisted PatchMatch Multi-View Stereo. AAAI 2020
ACMM1311.08 81165.06 2791332.72 282662.07 279584.90 265715.99 2914373.59 302153.99 2841880.27 294709.02 2902316.97 298188.63 274939.89 2911484.30 296302.78 282330.34 275
Qingshan Xu and Wenbing Tao: Multi-Scale Geometric Consistency Guided Multi-View Stereo. CVPR 2019
PVSNet_01661.03 9968.54 2681066.82 276673.70 281706.94 288695.69 2892669.02 293153.52 2832108.17 299605.54 2811679.14 291213.26 285886.75 2891236.76 294229.01 272438.67 286
OpenMVS_ROBcopyleft1936.51 101959.51 2882224.88 2921163.39 2991253.91 3071434.22 3147065.71 312272.76 2922472.29 3031647.54 3373538.72 310200.37 2781496.48 3082575.17 310997.45 327559.48 289
COLMAP_ROBcopyleft2144.59 111658.33 2861869.33 2881025.33 2961030.00 3051023.00 3105311.00 305359.00 3023044.00 306937.00 2972892.00 305332.00 2961440.00 3072312.00 307607.00 291613.00 292
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 2851886.82 289481.89 263847.73 292830.16 2977943.84 322189.23 2892398.83 302691.73 2892341.13 299209.16 283230.25 2281999.25 305360.46 285385.25 283
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 2922530.89 2951459.67 3091767.00 3231591.00 3197932.00 321399.00 3083643.00 3111176.00 3103569.00 311297.00 2911927.00 3173302.00 315693.00 303861.00 311
3Dnovator2482.06 142531.17 2972839.56 3001606.00 3111732.00 3191557.00 3188375.00 325483.00 3204370.00 3201371.00 3204200.00 315350.00 2982207.00 3223877.00 322798.00 3151054.00 332
CMPMVSbinary2623.62 151983.08 2892156.14 2911463.89 3101414.80 3121517.00 3165239.20 304867.40 3463310.30 3091128.70 3093489.90 309366.75 3012030.20 3212427.60 3081160.60 340844.46 310
M. Jancosek, T. Pajdla: Multi-View Reconstruction Preserving Weakly-Supported Surfaces. CVPR 2011
PLCcopyleft2858.82 162192.92 2912474.00 2941349.67 3021407.00 3111356.00 3137164.00 313475.00 3193970.00 3141237.00 3143765.00 313451.00 3071891.00 3153006.00 313791.00 314802.00 302
Jie Liao, Yanping Fu, Qingan Yan, Chunxia xiao: Pyramid Multi-View Stereo with Local Consistency. Pacific Graphics 2019
3Dnovator+3414.41 173146.67 3063537.00 3091975.67 3222310.00 3372005.00 34110100.00 341626.00 3395753.00 3301803.00 3405179.00 329487.00 3092622.00 3334550.00 3311025.00 3351300.00 339
DeepPCF-MVS3452.42 182670.71 3013021.57 3031618.12 3122377.67 3391751.39 3328915.70 328567.44 3344569.74 3221236.84 3134615.63 320513.23 3112291.32 3233515.48 319882.39 320811.66 304
DeepC-MVS3917.13 193155.06 3073601.83 3101814.72 3202515.52 3421941.53 33710432.50 343589.42 3354789.45 3231298.65 3167677.31 345578.35 3182589.53 3293611.78 321923.52 323913.10 316
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 2932597.03 2961297.84 3011701.20 3151332.37 3128105.11 323451.45 3154031.84 3151099.10 3083966.50 314467.45 3081734.05 3112701.68 312848.94 318827.11 308
Andreas Kuhn, Shan Lin, Oliver Erdler: Plane Completion and Filtering for Multi-View Stereo Reconstruction. GCPR 2019
TAPA-MVS6309.84 213374.90 3103806.99 3132078.63 3272535.47 3432499.25 3528816.16 327456.05 3166255.60 3361664.52 3386704.88 335629.95 3242768.38 3366343.93 348856.35 319968.25 323
Andrea Romanoni, Matteo Matteucci: TAPA-MVS: Textureless-Aware PAtchMatch Multi-View Stereo. ICCV 2019
MVEpermissive10021.00 2210550.67 33410002.44 33712195.33 3526242.00 3618768.00 36430896.00 3624451.00 36510331.00 3636247.00 35818296.00 362283.00 29021484.00 3667364.00 3515912.00 3586334.00 356
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 33622805.00 33925097.33 35315500.00 37019201.00 37242712.00 3646055.00 36638388.00 36716926.00 36738534.00 3647071.00 36035653.00 36729475.00 36610584.00 36620438.00 365
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
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
MED-MVS test10000000.00 36010000000.00 37710000000.00 37921344.80 35610000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37310000000.00 37310000000.00 371
MED-MVS9168445.40 3458891260.53 34810000000.00 36010000000.00 37710000000.00 37921344.80 35610000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
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 3458891260.53 34810000000.00 36010000000.00 37710000000.00 37921344.80 35610000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
TestfortrainingZip3151.39 3413151.39 3553151.39 35921344.80 3563151.39 3643151.39 3073151.39 3553151.39 3073151.39 3593151.39 3483151.39 3563151.39 354
fmvsm_s_conf0.5_n_100.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
viewdifsd2359ckpt070.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
viewdifsd2359ckpt090.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
viewdifsd2359ckpt130.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
viewcassd2359sk110.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
viewdifsd2359ckpt110.00 10.00 10.00 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
viewmacassd2359aftdt0.00 10.00 10.00 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
viewmsd2359difaftdt0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
diffmvs_AUTHOR0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
FE-MVSNET0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
fmvsm_l_conf0.5_n_90.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
mamba_040810000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
icg_test_0407_210000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
SSM_0407210000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
SSM_040710000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
viewmambaseed2359dif0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
IMVS_040710000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
viewmanbaseed2359cas0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
IMVS_040410000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
SSM_040410000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
IMVS_040310000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
SD_040310000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
fmvsm_s_conf0.5_n_90.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
ME-MVS10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
NormalMVS10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
lecture10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
SymmetryMVS10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
Elysia10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
StellarMVS10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
KinetiMVS10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
LuminaMVS10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
VortexMVS10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
AstraMVS10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
guyue10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
sc_t110000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
tt0320-xc10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
tt032010000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
fmvsm_s_conf0.5_n_80.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
fmvsm_s_conf0.5_n_70.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
fmvsm_s_conf0.5_n_60.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
fmvsm_s_conf0.5_n_50.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
fmvsm_s_conf0.5_n_40.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
SSC-MVS3.2667.82 246787.71 250308.16 243385.94 253327.65 2521718.51 270117.00 2641942.46 296317.12 2531488.73 287183.89 264404.82 255763.70 264172.02 253192.01 253
testing3-2489.51 234555.88 237290.42 238362.21 246319.27 2491424.84 26488.81 248964.80 259309.62 251879.13 257174.38 263363.98 244643.82 258155.29 242188.01 249
myMVS_eth3d28418.40 226473.07 228254.39 233261.18 232313.04 2461172.79 25874.16 238929.18 258264.68 240745.72 243139.03 253318.91 238549.18 247121.71 236131.21 229
UWE-MVS-28327.73 214369.67 216201.90 222281.09 237210.75 232832.98 23774.67 239680.98 242198.23 230613.42 234112.56 243259.80 232418.76 229114.35 229135.15 234
fmvsm_l_conf0.5_n_30.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
fmvsm_s_conf0.5_n_30.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
fmvsm_s_conf0.5_n_20.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
fmvsm_s_conf0.1_n_20.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
GDP-MVS219.79 208249.11 210131.85 216187.15 225155.97 226667.31 22930.57 223398.95 225131.26 224387.86 22258.83 225164.55 224315.00 22365.03 22075.04 221
BP-MVS1202.65 206232.15 208114.16 214183.40 224141.78 224655.87 22824.69 208372.56 223109.76 222356.89 22047.15 222139.51 222284.15 22254.86 21861.20 219
reproduce_monomvs1.48 1401.48 1411.48 1461.48 1541.48 1541.48 1521.48 1571.48 1531.48 1521.48 1501.48 1521.48 1531.48 1511.48 1511.48 151
mmtdpeth1.48 1401.48 1411.48 1461.48 1541.48 1541.48 1521.48 1571.48 1531.48 1521.48 1501.48 1521.48 1531.48 1511.48 1511.48 151
reproduce_model1.48 1401.48 1411.48 1461.48 1541.48 1541.48 1521.48 1571.48 1531.48 1521.48 1501.48 1521.48 1531.48 1511.48 1511.48 151
reproduce-ours1.48 1401.48 1411.48 1461.48 1541.48 1541.48 1521.48 1571.48 1531.48 1521.48 1501.48 1521.48 1531.48 1511.48 1511.48 151
our_new_method1.48 1401.48 1411.48 1461.48 1541.48 1541.48 1521.48 1571.48 1531.48 1521.48 1501.48 1521.48 1531.48 1511.48 1511.48 151
mmdepth1.48 1401.48 1411.48 1461.48 1541.48 1541.48 1521.48 1571.48 1531.48 1521.48 1501.48 1521.48 1531.48 1511.48 1511.48 151
monomultidepth1.48 1401.48 1411.48 1461.48 1541.48 1541.48 1521.48 1571.48 1531.48 1521.48 1501.48 1521.48 1531.48 1511.48 1511.48 151
mvs5depth1.48 1401.48 1411.48 1461.48 1541.48 1541.48 1521.48 1571.48 1531.48 1521.48 1501.48 1521.48 1531.48 1511.48 1511.48 151
MVStest11.48 1401.48 1411.48 1461.48 1541.48 1541.48 1521.48 1571.48 1531.48 1521.48 1501.48 1521.48 1531.48 1511.48 1511.48 151
ttmdpeth1.48 1401.48 1411.48 1461.48 1541.48 1541.48 1521.48 1571.48 1531.48 1521.48 1501.48 1521.48 1531.48 1511.48 1511.48 151
WBMVS655.88 244770.84 249310.98 245391.79 255353.00 2552280.68 27799.17 2581776.79 291301.20 2501123.23 273187.34 273390.28 253620.39 253156.98 245189.66 251
dongtai360.45 217401.64 219236.89 227303.10 238262.16 242963.12 24172.78 234622.82 238199.37 231708.06 240130.96 248310.90 237506.46 241108.11 228137.60 235
kuosan267.89 211301.05 213168.41 218244.05 229177.28 227667.98 23065.76 231533.41 229157.79 226492.01 225104.69 240226.72 227364.47 22779.31 223101.21 225
MVSMamba_PlusPlus10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
MGCFI-Net10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
testing91347.05 215389.92 217218.43 224275.92 235241.43 236923.71 24071.70 232667.65 240217.04 234629.00 235113.33 244281.39 234495.50 234115.45 231132.47 231
testing11348.86 216393.09 218216.15 223275.24 234239.53 235915.55 23972.35 233679.89 241215.75 233633.79 236118.08 245276.62 233509.56 242117.61 234132.30 230
testing99408.82 224462.15 226248.86 231322.45 241269.42 2431118.93 25573.26 237719.36 245262.28 239772.10 244150.98 255327.08 240601.98 250137.99 239150.07 238
UBG667.82 246787.71 250308.16 243385.94 253327.65 2521718.51 270117.00 2641942.46 296317.12 2531488.73 287183.89 264404.82 255763.70 264172.02 253192.01 253
UWE-MVS387.98 220438.66 223235.93 225349.32 244257.61 2401081.50 25282.45 244637.74 239257.12 238738.54 242134.25 249308.00 235531.93 244135.11 238142.17 236
ETVMVS443.50 231498.07 233279.78 237378.05 251321.57 2511163.68 25787.12 245897.50 257269.81 243822.83 254141.20 254334.53 242568.21 249154.21 241183.26 248
sasdasda10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
testing222430.52 227487.50 231259.56 234379.87 252282.69 2441138.34 25681.30 242880.86 254281.58 244834.27 255135.83 251333.22 241514.90 243140.56 240162.76 241
WB-MVSnew404.84 223458.00 225245.36 229374.70 248320.27 2501193.74 25972.90 235773.77 250238.30 235688.22 23990.05 233308.59 236532.76 245157.54 246107.21 226
fmvsm_l_conf0.5_n_a0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
fmvsm_l_conf0.5_n0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
fmvsm_s_conf0.1_n_a0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
fmvsm_s_conf0.1_n0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
fmvsm_s_conf0.5_n_a0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
fmvsm_s_conf0.5_n0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
MM0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
WAC-MVS248.46 237422.23 230
Syy-MVS370.76 218415.60 221236.25 226310.54 239210.76 233965.13 24298.58 255746.06 247266.26 241788.85 24791.37 234364.76 245357.17 226116.42 232133.22 232
test_fmvsmconf0.1_n0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_fmvsmconf0.01_n0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
myMVS_eth3d390.90 221437.44 222251.28 232310.54 239255.86 239965.13 24298.58 255746.06 247266.26 241788.85 247154.95 256364.76 245490.19 233116.42 232133.22 232
testing3418.10 225469.06 227265.23 235335.69 242290.63 2451240.88 26193.72 250717.99 244215.31 232811.97 253232.41 287358.74 243458.67 232114.88 230146.32 237
SSC-MVS320.23 213364.09 215188.66 220260.78 231193.84 229975.93 24473.11 236596.72 234185.29 228589.02 23174.47 229246.01 230427.42 23194.06 226126.12 228
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 212357.41 214193.51 221257.06 230213.32 234914.45 23849.03 230600.77 235186.42 229634.00 23775.03 230251.35 231411.39 22888.55 225115.87 227
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 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
SDMVSNet10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
dmvs_testset10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
sd_testset10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
test_fmvsm_n_19200.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_cas_vis1_n_19200.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_vis1_n_19200.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_vis1_n0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_fmvs1_n0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
mvsany_test10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
APD_test10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_vis1_rt0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_vis3_rt0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_fmvs20.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_fmvs10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_fmvs30.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
mvsany_test30.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
testf10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
APD_test20.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_f0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
FE-MVS207.10 207234.26 209125.61 215180.34 223153.23 225635.64 22730.05 222378.38 224127.68 223377.08 22148.95 223154.43 223266.67 22163.56 21969.18 220
FA-MVS(test-final)261.15 209293.29 211164.72 217236.23 228199.99 231800.05 23542.35 228475.87 227155.47 225470.67 22458.49 224205.24 226319.44 22481.03 22488.93 222
balanced_conf0310000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
MonoMVSNet10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
patch_mono-210000.00 32810000.00 33110000.00 34610000.00 36410000.00 36610000.00 33510000.00 36910000.00 35710000.00 36110000.00 35410000.00 36210000.00 35910000.00 35810000.00 36010000.00 358
EGC-MVSNET2819.75 3033096.89 3061988.33 3243105.00 3542241.00 3449480.00 333640.00 3404209.00 3161583.00 3304740.00 322547.00 3162797.00 3372644.00 311924.00 324927.00 318
test250610000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
test111110000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
ECVR-MVScopyleft10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
test_blank10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
tt080510000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
DVP-MVS++3981.10 3184731.32 3231730.42 3162191.51 3351949.98 33816473.90 354355.33 3007172.90 3481622.98 3357879.79 346434.33 3052428.11 3275762.12 337689.04 299813.18 305
FOURS12643.17 3442465.14 34713996.40 349493.26 3217619.38 3512107.24 343
MSC_two_6792asdad2237.56 3282643.17 3442465.14 347493.26 3213088.29 3446075.14 3441078.39 3361159.26 334
PC_three_14527619.38 3512107.24 3437416.93 342610.24 3213088.29 3446075.14 3441078.39 3361159.26 334
No_MVS2237.56 3282643.17 3442465.14 347493.26 3213088.29 3446075.14 3441078.39 3361159.26 334
test_one_06012643.17 3442465.14 347493.26 3217619.38 3512107.24 3437416.93 342610.24 321
eth-test21.42 130
eth-test10000000.00 377
GeoE19.41 18222.09 18411.37 18717.21 19811.30 19650.50 2004.30 17833.60 19711.70 19644.50 1977.30 18318.90 19722.60 1957.10 1833.90 170
test_method18.29 18120.89 18310.50 18615.00 19613.00 19855.00 2013.00 17734.00 19811.50 19432.50 1925.00 17213.50 19527.00 1965.00 1725.00 172
Anonymous2024052110000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
h-mvs330.30 820.30 830.30 870.30 940.30 940.30 940.30 950.30 940.30 930.30 910.30 930.30 940.30 920.30 920.30 92
hse-mvs20.30 820.30 830.30 870.30 940.30 940.30 940.30 950.30 940.30 930.30 910.30 930.30 940.30 920.30 920.30 92
CL-MVSNet_self_test0.30 820.30 830.30 870.30 940.30 940.30 940.30 950.30 940.30 930.30 910.30 930.30 940.30 920.30 920.30 92
KD-MVS_2432*16001.30 1151.30 1161.30 1211.30 1281.30 1291.30 1271.30 1301.30 1281.30 1271.30 1251.30 1271.30 1281.30 1261.30 1261.30 126
KD-MVS_self_test0.60 1030.60 1030.60 1070.60 1140.60 1140.60 1150.60 1150.60 1140.60 1130.60 1110.60 1130.60 1140.60 1110.60 1130.60 112
AUN-MVS0.30 820.30 830.30 870.30 940.30 940.30 940.30 950.30 940.30 930.30 910.30 930.30 940.30 920.30 920.30 92
ZD-MVS1584.00 3131821.00 336378.00 3053721.00 3121231.00 3121833.00 293321.00 2951224.00 3052103.00 306692.00 302
SR-MVS-dyc-post11.55 17911.55 18111.55 18811.55 19511.55 19711.55 19411.55 20311.55 19511.55 19511.55 19011.55 19711.55 19411.55 19211.55 19511.55 194
RE-MVS-def610.10 242610.10 271610.10 284610.10 225610.10 336610.10 236610.10 283610.10 232610.10 319610.10 251610.10 292610.10 290
SED-MVS4062.74 3214671.13 3222237.56 3282643.17 3442465.14 34713996.40 349493.26 3217619.38 3512107.24 3437416.93 342610.24 3213088.29 3446075.14 3441078.39 3361159.26 334
IU-MVS2725.60 3492598.35 353515.86 3297016.02 3442363.85 3475973.88 3401620.04 3481732.56 344
OPU-MVS2451.45 3362725.60 3492598.35 3539203.30 3296894.28 336887.23 3393023.43 3405973.88 3401620.04 3481732.56 344
test_241102_TWO515.86 3297016.02 3442363.85 3476894.28 336887.23 3393023.43 3405973.88 3401620.04 3481732.56 344
test_241102_ONE2725.60 3492598.35 353515.86 3297016.02 3442363.85 3476894.28 336887.23 3393023.43 340
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 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
miper_ehance_all_eth10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
miper_enhance_ethall10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
ZNCC-MVS9999.00 3279999.00 3309999.00 3459999.00 3639999.00 3659999.00 3349999.00 3689999.00 3569999.00 3609999.00 3539999.00 3619999.00 3589999.00 3579999.00 3599999.00 357
dcpmvs_210000.00 32810000.00 33110000.00 34610000.00 36410000.00 36610000.00 33510000.00 36910000.00 35710000.00 36110000.00 35410000.00 36210000.00 35910000.00 35810000.00 36010000.00 358
cl____10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
DIV-MVS_self_test10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
eth_miper_zixun_eth10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
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 2711000.00 2701000.00 2921000.00 3011000.00 3061000.00 2481000.00 3551000.00 2641000.00 3011000.00 2641000.00 3471000.00 2971000.00 2771000.00 3311000.00 328
DCPMVS10000.00 32810000.00 33110000.00 34610000.00 36410000.00 36610000.00 33510000.00 36910000.00 35710000.00 36110000.00 35410000.00 36210000.00 35910000.00 35810000.00 36010000.00 358
save fliter0.00 10.00 10.00 10.00 10.00 1
ET-MVSNet_ETH3D10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
UniMVSNet_ETH3D10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
EIA-MVS0.62 1040.62 1050.62 1080.62 1150.62 1150.62 1160.62 1160.62 1150.62 1140.62 1120.62 1140.62 1150.62 1120.62 1140.62 113
miper_refine_blended1.30 1151.30 1161.30 1211.30 1281.30 1291.30 1271.30 1301.30 1281.30 1271.30 1251.30 1271.30 1281.30 1261.30 1261.30 126
miper_lstm_enhance10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
ETV-MVS0.62 1040.62 1050.62 1080.62 1150.62 1150.62 1160.62 1160.62 1150.62 1140.62 1120.62 1140.62 1150.62 1120.62 1140.62 113
CS-MVS0.62 1040.62 1050.62 1080.62 1150.62 1150.62 1160.62 1160.62 1150.62 1140.62 1120.62 1140.62 1150.62 1120.62 1140.62 113
D2MVS10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
DVP-MVScopyleft3981.10 3184731.32 3231730.42 3162191.51 3351949.98 33816473.90 354355.33 3007172.90 3481622.98 3357879.79 346434.33 3052428.11 3275762.12 337689.04 299813.18 305
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 3261363.85 3174894.28 324387.23 3022023.43 3183973.88 323620.04 294732.56 299
test_0728_SECOND1451.45 3071725.60 3161598.35 3209203.30 329315.86 2962023.43 3183973.88 323620.04 294732.56 299
test07261725.60 3161598.35 3209203.30 329315.86 2965016.02 3261363.85 3174894.28 324387.23 302
SR-MVS610.10 240610.10 242610.10 274610.10 271610.10 284610.10 225610.10 336610.10 236610.10 283610.10 232610.10 319610.10 277610.10 251610.10 292610.10 290
DPM-MVS3268.00 3083762.89 3111783.33 3181756.00 3211806.00 33412319.00 345307.00 2946319.00 3371557.00 3285763.00 330302.00 2932609.00 3315061.00 334482.00 289935.00 319
GST-MVS4000.00 3204533.33 3212400.00 3312400.00 3402400.00 3467200.00 3142400.00 3637200.00 3502400.00 3517200.00 3402400.00 3572400.00 3267200.00 3502400.00 3542400.00 353
test_yl10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
thisisatest053010000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
Anonymous2024052910000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
Anonymous20240521110000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
DCV-MVSNet10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
tttt051710000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
our_test_310000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
thisisatest051510000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
ppachtmachnet_test10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
SMA-MVScopyleft10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
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
GSMVS10000000.00 371
DPE-MVScopyleft10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
Kehua Chen, Zhenlong Yuan, Tianlu Mao, Zhaoqi Wang: Dual-Level Precision Edges Guided Multi-View Stereo with Accurate Planarization. AAAI2025
test_part210000000.00 37710000000.00 37910000000.00 374
thres100view90010000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
tfpnnormal10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
tfpn200view910000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
c3_l10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
CHOSEN 280x4202340.81 2942643.03 2971434.14 3032025.55 3321629.36 3236542.40 309412.49 3094219.70 3171547.02 3254328.52 316650.74 3261798.26 3123333.17 316727.72 305874.79 312
CANet110.62 191124.04 19370.34 19882.03 20774.27 210325.54 21025.25 209207.16 20669.28 208194.38 20327.53 20495.79 212147.76 20637.43 20140.97 211
Fast-Effi-MVS+-dtu0.44 1000.44 1010.44 1050.44 1120.44 1120.44 1120.44 1130.44 1120.44 1110.44 1090.44 1110.44 1120.44 1100.44 1100.44 110
Effi-MVS+-dtu0.59 1020.61 1040.53 1060.68 1200.53 1130.53 1130.68 1210.68 1200.53 1120.53 1100.68 1190.53 1130.68 1180.53 1110.53 111
CANet_DTU110.62 191124.04 19370.34 19882.03 20774.27 210325.54 21025.25 209207.16 20669.28 208194.38 20327.53 20495.79 212147.76 20637.43 20140.97 211
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 3401111219.60 34675.70 20174.28 20573.29 208284.50 20611.35 201238.58 21065.86 206255.35 21814.55 199115.69 22010000000.00 37331.94 19938.12 205
MP-MVS-pluss: MP-MVS-pluss. MP-MVS-pluss
MSP-MVS4296.20 3224911.12 3262451.45 3362725.60 3492598.35 35316203.30 353515.86 3297016.02 3442363.85 3476894.28 336887.23 3393023.43 3405973.88 3401620.04 3481732.56 344
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 37410000000.00 371
sam_mvs10000000.00 374
IterMVS-SCA-FT10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
TSAR-MVS + MP.3528.01 3114065.89 3181914.35 3212349.10 3382141.30 34312362.70 347417.60 3136717.80 3431759.40 3396497.50 333518.18 3122629.38 3345164.32 336806.40 316972.38 324
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 16910.28 17110.28 17610.28 18410.28 18610.28 18410.28 19110.28 18510.28 18410.28 18010.28 18610.28 18410.28 18210.28 18510.28 184
OPM-MVS3268.00 3083762.89 3111783.33 3181756.00 3211806.00 33412319.00 345307.00 2946319.00 3371557.00 3285763.00 330302.00 2932609.00 3315061.00 334482.00 289935.00 319
Ray L. Khuboni, Hongjun Xu: Octagram Propagation Matching for Multi-Scale View Stereopsis (OPM-MVS).
ACMMP_NAP118.81 194133.18 19675.70 20174.28 20573.29 208284.50 20611.35 201238.58 21065.86 206255.35 21814.55 199115.69 220222.18 22031.94 19938.12 205
ambc999.00 289999.00 298999.00 303999.00 245999.00 352999.00 298999.00 261999.00 344999.00 294999.00 274999.00 328999.00 325
MTGPAbinary10000000.00 380
SPE-MVS-test0.62 1040.62 1050.62 1080.62 1150.62 1150.62 1160.62 1160.62 1150.62 1140.62 1120.62 1140.62 1150.62 1120.62 1140.62 113
Effi-MVS+0.58 1010.56 1020.62 1080.53 1130.62 1150.53 1130.53 1140.53 1130.62 1140.62 1120.53 1120.62 1150.62 1120.53 1110.62 113
xiu_mvs_v2_base10.28 16910.28 17110.28 17610.28 18410.28 18610.28 18410.28 19110.28 18510.28 18410.28 18010.28 18610.28 18410.28 18210.28 18510.28 184
xiu_mvs_v1_base10.28 16910.28 17110.28 17610.28 18410.28 18610.28 18410.28 19110.28 18510.28 18410.28 18010.28 18610.28 18410.28 18210.28 18510.28 184
new-patchmatchnet766.12 250859.03 255487.38 265595.68 266536.14 2692346.27 279142.51 2791488.08 278422.43 2601361.32 278163.65 260628.60 2791003.74 281207.61 262297.41 271
pmmvs610000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
pmmvs510000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
test_post110000000.00 37110000000.00 37110000000.00 37410000000.00 37410000000.00 373
test_post10000000.00 37110000000.00 37410000000.00 374
Fast-Effi-MVS+0.41 990.40 880.41 1040.41 1110.41 1110.41 1110.35 1000.41 1110.41 1100.41 1080.41 1100.41 1110.41 1090.41 1090.41 109
patchmatchnet-post10000000.00 37110000000.00 37410000000.00 374
Anonymous2023121110000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
pmmvs-eth3d10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
GG-mvs-BLEND596.01 272611.29 273600.33 281790.30 232513.12 327552.71 276567.40 226662.54 331531.67 261503.93 237779.80 309656.02 293
xiu_mvs_v1_base_debi10.28 16910.28 17110.28 17610.28 18410.28 18610.28 18410.28 19110.28 18510.28 18410.28 18010.28 18610.28 18410.28 18210.28 18510.28 184
Anonymous2023120610000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
MTAPA833442.10 3411111233.77 34767.09 19765.59 20464.81 207284.50 20610000000.00 380219.97 20959.62 205229.89 21312.72 198103.00 218203.67 21927.93 19833.46 197
MTMP10000000.00 37110000000.00 380
gm-plane-assit611.29 273600.33 281579.21 230567.40 226531.67 261503.93 237
test9_res0.00 10.00 10.00 1
MVP-Stereo473.58 232533.67 234293.33 239376.00 249318.00 2471461.00 26596.00 251835.00 252290.00 248804.00 25097.00 236383.00 251688.00 262156.00 243179.00 246
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 239605.37 241562.67 269617.29 277500.33 267772.30 231413.12 312579.21 230552.71 276567.40 226662.54 331531.67 261503.93 237779.80 309656.02 293
SCA10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
Patchmatch-test10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
test_80.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
MS-PatchMatch473.58 232533.67 234293.33 239376.00 249318.00 2471461.00 26596.00 251835.00 252290.00 248804.00 25097.00 236383.00 251688.00 262156.00 243179.00 246
Patchmatch-RL test10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
cdsmvs_eth3d_5k10.28 16910.28 17110.28 17610.28 18410.28 18610.28 18410.28 19110.28 18510.28 18410.28 18010.28 18610.28 18410.28 18210.28 18510.28 184
pcd_1.5k_mvsjas10.28 16910.28 17110.28 17610.28 18410.28 18610.28 18410.28 19110.28 18510.28 18410.28 18010.28 18610.28 18410.28 18210.28 18510.28 184
agg_prior20.00 10.00 10.00 1
agg_prior0.00 10.00 10.00 10.00 10.00 1
tmp_tt371.08 219412.78 220246.00 230231.00 227197.00 2301293.00 263376.00 304756.00 249609.00 28271.00 198106.00 241195.00 225102.00 204171.00 252346.00 278
canonicalmvs10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
anonymousdsp10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
alignmvs2.00 1502.00 1512.00 1562.00 1642.00 1642.00 1622.00 1672.00 1632.00 1622.00 1602.00 1622.00 1632.00 1612.00 1612.00 161
nrg0302.00 1502.00 1512.00 1562.00 1642.00 1642.00 1622.00 1672.00 1632.00 1622.00 1602.00 1622.00 1632.00 1612.00 1612.00 161
v1441920.40 870.40 880.40 920.40 990.40 990.40 990.40 1010.40 990.40 980.40 960.40 980.40 990.40 970.40 970.40 97
FIs10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
v19219200.40 870.40 880.40 920.40 990.40 990.40 990.40 1010.40 990.40 980.40 960.40 980.40 990.40 970.40 970.40 97
UA-Net10000.00 32810000.00 33110000.00 34610000.00 36410000.00 36610000.00 33510000.00 36910000.00 35710000.00 36110000.00 35410000.00 36210000.00 35910000.00 35810000.00 36010000.00 358
v11920.40 870.40 880.40 920.40 990.40 990.40 990.40 1010.40 990.40 980.40 960.40 980.40 990.40 970.40 970.40 97
FC-MVSNet-test10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
v11440.40 870.40 880.40 920.40 990.40 990.40 990.40 1010.40 990.40 980.40 960.40 980.40 990.40 970.40 970.40 97
sosnet-low-res10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
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
v1480.40 870.40 880.40 920.40 990.40 990.40 990.40 1010.40 990.40 980.40 960.40 980.40 990.40 970.40 970.40 97
sosnet1000.00 2711000.00 2701000.00 2921000.00 3011000.00 3061000.00 2481000.00 3551000.00 2641000.00 3011000.00 2641000.00 3471000.00 2971000.00 2771000.00 3311000.00 328
uncertanet10000.00 32810000.00 33110000.00 34610000.00 36410000.00 36610000.00 33510000.00 36910000.00 35710000.00 36110000.00 35410000.00 36210000.00 35910000.00 35810000.00 36010000.00 358
AllTest10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
TestCases10000000.00 36010000000.00 37710000000.00 37910000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
v7n0.40 870.40 880.40 920.40 990.40 990.40 990.40 1010.40 990.40 980.40 960.40 980.40 990.40 970.40 970.40 97
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 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
balanced_ft_v110000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
PS-MVSNAJss10.28 16910.28 17110.28 17610.28 18410.28 18610.28 18410.28 19110.28 18510.28 18410.28 18010.28 18610.28 18410.28 18210.28 18510.28 184
PS-MVSNAJ10.28 16910.28 17110.28 17610.28 18410.28 18610.28 18410.28 19110.28 18510.28 18410.28 18010.28 18610.28 18410.28 18210.28 18510.28 184
jajsoiax10.28 16910.28 17110.28 17610.28 18410.28 18610.28 18410.28 19110.28 18510.28 18410.28 18010.28 18610.28 18410.28 18210.28 18510.28 184
mvs_tets10.28 16910.28 17110.28 17610.28 18410.28 18610.28 18410.28 19110.28 18510.28 18410.28 18010.28 18610.28 18410.28 18210.28 18510.28 184
EI-MVSNet-UG-set1.42 1171.42 1181.42 1231.42 1301.42 1311.42 1291.42 1321.42 1301.42 1291.42 1271.42 1291.42 1301.42 1281.42 1281.42 128
EI-MVSNet-Vis-set1.42 1171.42 1181.42 1231.42 1301.42 1311.42 1291.42 1321.42 1301.42 1291.42 1271.42 1291.42 1301.42 1281.42 1281.42 128
HPM-MVS++copyleft10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
test_prior40.00 10.00 1
XVS10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
v12400.40 870.40 880.40 920.40 990.40 990.40 990.40 1010.40 990.40 980.40 960.40 980.40 990.40 970.40 970.40 97
pm-mvs110000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
test_prior20.00 10.00 10.00 10.00 10.00 10.00 10.00 1
X-MVStestdata10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
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
v80.40 870.40 880.40 920.40 990.40 990.40 990.40 1010.40 990.40 980.40 960.40 980.40 990.40 970.40 970.40 97
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 1502.00 1512.00 1562.00 1642.00 1642.00 1622.00 1672.00 1632.00 1622.00 1602.00 1622.00 1632.00 1612.00 1612.00 161
VDD-MVS2.00 1502.00 1512.00 1562.00 1642.00 1642.00 1622.00 1672.00 1632.00 1622.00 1602.00 1622.00 1632.00 1612.00 1612.00 161
VDDNet2.00 1502.00 1512.00 1562.00 1642.00 1642.00 1622.00 1672.00 1632.00 1622.00 1602.00 1622.00 1632.00 1612.00 1612.00 161
v100.40 870.40 880.40 920.40 990.40 990.40 990.40 1010.40 990.40 980.40 960.40 980.40 990.40 970.40 970.40 97
VPNet2.00 1502.00 1512.00 1562.00 1642.00 1642.00 1622.00 1672.00 1632.00 1622.00 1602.00 1622.00 1632.00 1612.00 1612.00 161
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
v2v4820.40 870.40 880.40 920.40 990.40 990.40 990.40 1010.40 990.40 980.40 960.40 980.40 990.40 970.40 970.40 97
V420.40 870.40 880.40 920.40 990.40 990.40 990.40 1010.40 990.40 980.40 960.40 980.40 990.40 970.40 970.40 97
SD-MVS2654.53 3003055.56 3051451.45 3071725.60 3161598.35 3209203.30 329315.86 2965016.02 3261363.85 3174894.28 324387.23 3022023.43 3183973.88 323620.04 294732.56 299
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-MVS0.40 870.40 880.40 920.40 990.40 990.40 990.40 1010.40 990.40 980.40 960.40 980.40 990.40 970.40 970.40 97
MSLP-MVS++1242.93 2801411.08 283738.48 285712.71 289712.68 2904168.17 300136.50 2772276.40 301613.28 2852368.60 301161.61 2591130.38 3041964.54 304297.88 280372.39 281
APDe-MVScopyleft10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
Zhaojie Zeng, Yuesong Wang, Tao Guan: Matching Ambiguity-Resilient Multi-View Stereo via Adaptive Patch Deformation. Pattern Recognition
APD-MVS_3200maxsize10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
ADS-MVSNet2443.33 229482.84 229324.79 248434.94 261387.73 2591110.57 25387.69 246887.02 255282.92 245779.29 24598.57 238422.76 257502.40 235162.19 250163.87 242
EI-MVSNet1.42 1171.42 1181.42 1231.42 1301.42 1311.42 1291.42 1321.42 1301.42 1291.42 1271.42 1291.42 1301.42 1281.42 1281.42 128
Regformer1.42 1171.42 1181.42 1231.42 1301.42 1311.42 1291.42 1321.42 1301.42 1291.42 1271.42 1291.42 1301.42 1281.42 1281.42 128
CVMVSNet1.42 1171.42 1181.42 1231.42 1301.42 1311.42 1291.42 1321.42 1301.42 1291.42 1271.42 1291.42 1301.42 1281.42 1281.42 128
pmmvs410000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
EU-MVSNet1.42 1171.42 1181.42 1231.42 1301.42 1311.42 1291.42 1321.42 1301.42 1291.42 1271.42 1291.42 1301.42 1281.42 1281.42 128
VNet2.00 1502.00 1512.00 1562.00 1642.00 1642.00 1622.00 1672.00 1632.00 1622.00 1602.00 1622.00 1632.00 1612.00 1612.00 161
test-LLR10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
TESTMET0.1,110000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
test-mter10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
VPA-MVSNet2.00 1502.00 1512.00 1562.00 1642.00 1642.00 1622.00 1672.00 1632.00 1622.00 1602.00 1622.00 1632.00 1612.00 1612.00 161
ACMMPR1296.60 2821480.82 285743.96 286899.25 295763.47 2944305.47 301143.90 2802530.94 304683.99 2872346.34 300201.65 2801098.25 3021920.59 303295.21 279370.16 280
testgi10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
test20.0310000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
thres600view710000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
ADS-MVSNet443.33 229482.84 229324.79 248434.94 261387.73 2591110.57 25387.69 246887.02 255282.92 245779.29 24598.57 238422.76 257502.40 235162.19 250163.87 242
MP-MVScopyleft10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
Rongxuan Tan, Qing Wang, et al.: MP-MVS: Multi-Scale Windows PatchMatch and Planar Prior Multi-View Stereo.
testmvs10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
thres40010000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
test12310000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
thres20010000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
test0.0.03 110000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
pmmvs310000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
EMVS10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
E-PMN10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
PGM-MVS10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
LCM-MVSNet-Re0.89 1110.89 1120.89 1160.89 1230.89 1230.89 1230.89 1240.89 1230.89 1220.89 1200.89 1220.89 1230.89 1210.89 1210.89 121
LCM-MVSNet0.37 860.36 870.37 910.37 980.37 980.37 980.32 990.37 980.37 970.37 950.37 970.37 980.37 960.37 960.37 96
MCST-MVS10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
mvs_anonymous774.90 252882.28 258452.77 254636.50 278537.20 2702348.80 280120.30 2661504.30 279474.40 2641371.10 279186.90 266564.70 2671078.90 284219.30 264256.40 258
MVS_Test10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
MDA-MVSNet-bldmvs1.20 1121.20 1131.20 1181.20 1251.20 1261.20 1241.20 1271.20 1251.20 1241.20 1221.20 1241.20 1251.20 1231.20 1231.20 123
CDPH-MVS6.66 1686.66 1696.66 1746.66 1826.66 1826.66 1816.66 1886.66 1826.66 1806.66 1786.66 1826.66 1816.66 1796.66 1826.66 182
test120.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
casdiffmvspermissive774.90 252882.28 258452.77 254636.50 278537.20 2702348.80 280120.30 2661504.30 279474.40 2641371.10 279186.90 266564.70 2671078.90 284219.30 264256.40 258
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 252882.28 258452.77 254636.50 278537.20 2702348.80 280120.30 2661504.30 279474.40 2641371.10 279186.90 266564.70 2671078.90 284219.30 264256.40 258
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 252882.28 258452.77 254636.50 278537.20 2702348.80 280120.30 2661504.30 279474.40 2641371.10 279186.90 266564.70 2671078.90 284219.30 264256.40 258
baseline1774.90 252882.28 258452.77 254636.50 278537.20 2702348.80 280120.30 2661504.30 279474.40 2641371.10 279186.90 266564.70 2671078.90 284219.30 264256.40 258
YYNet11.20 1121.20 1131.20 1181.20 1251.20 1261.20 1241.20 1271.20 1251.20 1241.20 1221.20 1241.20 1251.20 1231.20 1231.20 123
PMMVS210000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
MDA-MVSNet_test_wron1.20 1121.20 1131.20 1181.20 1251.20 1261.20 1241.20 1271.20 1251.20 1241.20 1221.20 1241.20 1251.20 1231.20 1231.20 123
tpmvs501.65 236567.42 238304.33 242395.39 256356.32 2561512.04 268216.53 291994.15 261350.16 257804.16 252119.38 246380.98 248555.14 248159.87 248175.69 245
PM-MVS10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
HQP_MVS10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
plane_prior710000000.00 37710000000.00 379
plane_prior610000000.00 37710000000.00 37910000000.00 374
plane_prior510000000.00 38010000000.00 37410000000.00 37310000000.00 37310000000.00 371
plane_prior410000000.00 371
plane_prior310000000.00 37910000000.00 37410000000.00 374
plane_prior210000000.00 37110000000.00 374
plane_prior110000000.00 377
plane_prior1.00 1242.00 1622.00 1632.00 161
PS-CasMVS1.42 1171.42 1181.42 1231.42 1301.42 1311.42 1291.42 1321.42 1301.42 1291.42 1271.42 1291.42 1301.42 1281.42 1281.42 128
UniMVSNet_NR-MVSNet1.42 1171.42 1181.42 1231.42 1301.42 1311.42 1291.42 1321.42 1301.42 1291.42 1271.42 1291.42 1301.42 1281.42 1281.42 128
PEN-MVS1.42 1171.42 1181.42 1231.42 1301.42 1311.42 1291.42 1321.42 1301.42 1291.42 1271.42 1291.42 1301.42 1281.42 1281.42 128
TransMVSNet (Re)1.42 1171.42 1181.42 1231.42 1301.42 1311.42 1291.42 1321.42 1301.42 1291.42 1271.42 1291.42 1301.42 1281.42 1281.42 128
DTE-MVSNet1.42 1171.42 1181.42 1231.42 1301.42 1311.42 1291.42 1321.42 1301.42 1291.42 1271.42 1291.42 1301.42 1281.42 1281.42 128
DU-MVS1.42 1171.42 1181.42 1231.42 1301.42 1311.42 1291.42 1321.42 1301.42 1291.42 1271.42 1291.42 1301.42 1281.42 1281.42 128
UniMVSNet (Re)1.42 1171.42 1181.42 1231.42 1301.42 1311.42 1291.42 1321.42 1301.42 1291.42 1271.42 1291.42 1301.42 1281.42 1281.42 128
CP-MVSNet1.42 1171.42 1181.42 1231.42 1301.42 1311.42 1291.42 1321.42 1301.42 1291.42 1271.42 1291.42 1301.42 1281.42 1281.42 128
WR-MVS_H1.42 1171.42 1181.42 1231.42 1301.42 1311.42 1291.42 1321.42 1301.42 1291.42 1271.42 1291.42 1301.42 1281.42 1281.42 128
WR-MVS1.42 1171.42 1181.42 1231.42 1301.42 1311.42 1291.42 1321.42 1301.42 1291.42 1271.42 1291.42 1301.42 1281.42 1281.42 128
NR-MVSNet1.42 1171.42 1181.42 1231.42 1301.42 1311.42 1291.42 1321.42 1301.42 1291.42 1271.42 1291.42 1301.42 1281.42 1281.42 128
Baseline_NR-MVSNet1.42 1171.42 1181.42 1231.42 1301.42 1311.42 1291.42 1321.42 1301.42 1291.42 1271.42 1291.42 1301.42 1281.42 1281.42 128
TranMVSNet+NR-MVSNet1.42 1171.42 1181.42 1231.42 1301.42 1311.42 1291.42 1321.42 1301.42 1291.42 1271.42 1291.42 1301.42 1281.42 1281.42 128
TSAR-MVS + GP.1386.84 2831622.84 287678.81 282952.13 297840.17 2985358.21 306170.75 2862650.47 305713.54 2912394.28 302209.42 284855.56 2871854.36 302302.42 281340.71 277
n214.20 204
nn1.42 132
mPP-MVS10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
door-mid1.42 132
XVG-OURS-SEG-HR999999.00 342999999.00 343999999.00 357999999.00 374999999.00 376999999.00 368999999.00 377999999.00 371999999.00 371999999.00 368999999.00 371999999.00 371999999.00 370999999.00 370999999.00 368
mvsmamba10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
MVSFormer1.42 1171.42 1181.42 1231.42 1301.42 1311.42 1291.42 1321.42 1301.42 1291.42 1271.42 1291.42 1301.42 1281.42 1281.42 128
jason1.42 1171.42 1181.42 1231.42 1301.42 1311.42 1291.42 1321.42 1301.42 1291.42 1271.42 1291.42 1301.42 1281.42 1281.42 128
jason: jason.
lupinMVS1.42 1171.42 1181.42 1231.42 1301.42 1311.42 1291.42 1321.42 1301.42 1291.42 1271.42 1291.42 1301.42 1281.42 1281.42 128
test_djsdf1.42 1171.42 1181.42 1231.42 1301.42 1311.42 1291.42 1321.42 1301.42 1291.42 1271.42 1291.42 1301.42 1281.42 1281.42 128
HPM-MVS_fast10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
K. test v3877.74 264980.16 267570.46 2711316.85 310813.15 2962565.52 291103.78 2601509.49 286548.33 2751258.90 275219.93 286587.82 2761102.37 291196.30 259310.42 273
lessismore_v0569.20 270667.25 287644.68 28796.45 253428.86 2621514.17 289204.21 282756.58 2831061.60 283197.79 260306.34 272
SixPastTwentyTwo773.62 251869.37 257486.35 264603.45 268547.15 2782532.14 290106.92 2611434.95 277428.08 2611360.56 277165.15 261628.96 280984.09 273209.01 263282.94 268
OurMVSNet-221017-0999.00 269999.00 268999.00 289999.00 298999.00 303999.00 245999.00 352999.00 262999.00 298999.00 261999.00 344999.00 294999.00 274999.00 328999.00 325
HPM-MVScopyleft10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
Chunlin Ren, Qingshan Xu, Shikun Zhang, Jiaqi Yang: Hierarchical Prior Mining for Non-local Multi-View Stereo. ICCV 2023
XVG-OURS999999.00 342999999.00 343999999.00 357999999.00 374999999.00 376999999.00 368999999.00 377999999.00 371999999.00 371999999.00 368999999.00 371999999.00 371999999.00 370999999.00 370999999.00 368
XVG-ACMP-BASELINE999999.00 342999999.00 343999999.00 357999999.00 374999999.00 376999999.00 368999999.00 377999999.00 371999999.00 371999999.00 368999999.00 371999999.00 371999999.00 370999999.00 370999999.00 368
casdiffmvs_mvgpermissive774.90 252882.28 258452.77 254636.50 278537.20 2702348.80 280120.30 2661504.30 279474.40 2641371.10 279186.90 266564.70 2671078.90 284219.30 264256.40 258
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 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
LGP-MVS_train10000000.00 36010000000.00 37710000000.00 37910000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
baseline774.90 252882.28 258452.77 254636.50 278537.20 2702348.80 280120.30 2661504.30 279474.40 2641371.10 279186.90 266564.70 2671078.90 284219.30 264256.40 258
test111.00 125
door99.00 257
EPNet_dtu10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
Wanjuan Su, Wenbing Tao: Efficient Edge-Preserving Multi-View Stereo Network for Depth Estimation. AAAI 2023
CHOSEN 1792x26882340.81 2942643.03 2971434.14 3032025.55 3321629.36 3236542.40 309412.49 3094219.70 3171547.02 3254328.52 316650.74 3261798.26 3123333.17 316727.72 305874.79 312
EPNet10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
Wanjuan Su, Wenbing Tao: Efficient Edge-Preserving Multi-View Stereo Network for Depth Estimation. AAAI 2023
HQP5-MVS10000000.00 379
HQP-NCC10000000.00 37710000000.00 37110000000.00 37410000000.00 374
ACMP_Plane10000000.00 37710000000.00 37110000000.00 37410000000.00 374
APD-MVScopyleft1000000000.00 4791000000000.00 4821000000000.00 4971000000000.00 5221000000000.00 5221000000000.00 5081000000000.00 5221000000000.00 5151000000000.00 5161000000000.00 5131000000000.00 5171000000000.00 5161000000000.00 5141000000000.00 5141000000000.00 512
Yuesong Wang, Zhaojie Zeng and etc.: Adaptive Patch Deformation for Textureless-Resilient Multi-View Stereo. CVPR2023
BP-MVS10000000.00 373
HQP4-MVS10000000.00 37410000000.00 37410000000.00 371
HQP3-MVS10000000.00 38010000000.00 373
HQP2-MVS10000000.00 374
CNVR-MVS10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
NCCC10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
114514_t99999.00 33899999.00 34199999.00 35599999.00 37299999.00 37499999.00 36699999.00 37599999.00 36999999.00 36999999.00 36699999.00 36999999.00 36999999.00 36899999.00 36899999.00 366
CP-MVS10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
DSMNet-mixed131.33 202143.00 20496.33 21399.00 21281.00 213201.00 20345.00 229335.00 22299.00 221251.00 21738.00 217110.00 219120.00 20599.00 22798.00 223
tpm23617.85 3124007.23 3142449.73 3322012.71 3281698.05 3287351.19 315869.29 3476132.06 3321588.28 3318007.42 3481281.09 3533888.11 3527472.04 3521351.00 3421763.02 348
NP-MVS10000000.00 37710000000.00 37910000000.00 371
EG-PatchMatch MVS437.03 228493.12 232268.77 236264.80 233260.20 2411491.80 26798.00 254723.20 246238.80 236722.40 24163.10 226382.00 249629.00 254207.00 261164.10 244
tpm cat13617.85 3124007.23 3142449.73 3322012.71 3281698.05 3287351.19 315869.29 3476132.06 3321588.28 3318007.42 3481281.09 3533888.11 3527472.04 3521351.00 3421763.02 348
SteuartSystems-ACMMP2891.50 3053284.78 3081711.67 3151954.00 3261655.00 32610117.00 342445.00 3145102.00 3291375.00 3215126.00 328351.00 2992638.00 3354402.00 330691.00 301842.00 309
Skip Steuart: Steuart Systems R&D Blog.
CostFormer3617.85 3124007.23 3142449.73 3322012.71 3281698.05 3287351.19 315869.29 3476132.06 3321588.28 3318007.42 3481281.09 3533888.11 3527472.04 3521351.00 3421763.02 348
CR-MVSNet612.36 241617.81 244596.01 272611.29 273600.33 281790.30 232513.12 327579.21 230552.71 276567.40 226662.54 331531.67 261503.93 237779.80 309656.02 293
JIA-IIPM804.30 260835.64 253710.26 283885.90 293895.90 301455.98 223668.73 3411297.17 2731002.26 3051001.67 268655.98 329756.98 284667.90 259885.21 321477.90 287
Patchmtry1090.75 2761198.88 278766.38 2871290.90 308485.90 2652423.98 2871267.30 3591297.17 273923.90 295923.40 2591215.54 352990.23 292667.90 259779.80 309823.02 307
PatchT856.34 263860.99 256842.38 2881290.90 308880.90 299790.30 2321267.30 359579.21 230923.90 295567.40 226662.54 331990.23 292887.56 269779.80 309656.02 293
tpmrst2557.50 2982847.12 3011688.66 3141784.08 3241778.25 3337445.50 319342.14 2994471.54 3211534.55 3244382.10 319530.10 3142361.21 3254142.81 326991.22 326926.51 317
BH-w/o40.00 18340.00 18540.00 19140.00 19940.00 20040.00 19640.00 22440.00 19940.00 19940.00 19340.00 21840.00 19940.00 19740.00 21140.00 207
tpm3617.85 3124007.23 3142449.73 3322012.71 3281698.05 3287351.19 315869.29 3476132.06 3321588.28 3318007.42 3481281.09 3533888.11 3527472.04 3521351.00 3421763.02 348
DELS-MVS514.57 237587.73 240295.12 241343.03 243328.09 2541540.48 269116.22 263988.59 260325.44 255906.22 258119.86 247365.72 247788.60 266161.09 249191.55 252
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 18340.00 18540.00 19140.00 19940.00 20040.00 19640.00 22440.00 19940.00 19940.00 19340.00 21840.00 19940.00 19740.00 21140.00 207
RPMNet787.26 259829.13 252661.63 278885.90 293895.90 301455.98 223610.10 3361297.17 2731002.26 3051001.67 268655.98 329611.10 278667.90 259885.21 321477.90 287
MVSTER890.06 2651005.91 274542.52 267736.13 290653.90 2882616.56 292145.22 2811692.10 290555.69 2791554.72 290266.25 288660.02 2821219.66 293266.84 276313.64 274
CPTT-MVS10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
GBi-Net44.67 18749.24 18930.96 19047.53 20347.57 204126.09 2028.00 18976.99 20326.09 19873.50 19911.27 19630.55 19861.12 20112.58 19614.75 195
PVSNet_Blended_VisFu136.90 203155.40 20581.40 210111.00 22096.20 214407.00 22025.90 212251.60 21285.10 218240.50 21437.00 21499.90 215199.80 21640.70 21548.10 214
PVSNet_BlendedMVS136.90 203155.40 20581.40 210111.00 22096.20 214407.00 22025.90 212251.60 21285.10 218240.50 21437.00 21499.90 215199.80 21640.70 21548.10 214
UnsupCasMVSNet_eth5.90 1595.90 1605.90 1655.90 1735.90 1735.90 1725.90 1795.90 1735.90 1715.90 1695.90 1735.90 1725.90 1705.90 1735.90 173
UnsupCasMVSNet_bld5.90 1595.90 1605.90 1655.90 1735.90 1735.90 1725.90 1795.90 1735.90 1715.90 1695.90 1735.90 1725.90 1705.90 1735.90 173
PVSNet_Blended136.90 203155.40 20581.40 210111.00 22096.20 214407.00 22025.90 212251.60 21285.10 218240.50 21437.00 21499.90 215199.80 21640.70 21548.10 214
FMVSNet5124.76 195140.93 19776.26 203107.44 213100.17 217329.88 21327.12 215259.44 21574.30 211204.34 20630.74 20792.41 205196.98 20938.15 20436.19 198
test1124.76 195140.93 19776.26 203107.44 213100.17 217329.88 21327.12 215259.44 21574.30 211204.34 20630.74 20792.41 205196.98 20938.15 20436.19 198
new_pmnet88.14 18998.62 19056.70 19598.14 21056.07 205246.79 20415.37 206148.06 20450.77 203143.13 20023.35 20262.65 20393.26 20268.71 22151.38 217
FMVSNet3124.76 195140.93 19776.26 203107.44 213100.17 217329.88 21327.12 215259.44 21574.30 211204.34 20630.74 20792.41 205196.98 20938.15 20436.19 198
dp87.20 188113.80 1927.42 17510.50 1948.88 183298.82 2092.70 176510.35 2287.79 181172.93 2023.37 1719.16 18214.00 1933.71 1714.23 171
FMVSNet2124.76 195140.93 19776.26 203107.44 213100.17 217329.88 21327.12 215259.44 21574.30 211204.34 20630.74 20792.41 205196.98 20938.15 20436.19 198
FMVSNet1124.76 195140.93 19776.26 203107.44 213100.17 217329.88 21327.12 215259.44 21574.30 211204.34 20630.74 20792.41 205196.98 20938.15 20436.19 198
N_pmnet88.14 18998.62 19056.70 19598.14 21056.07 205246.79 20415.37 206148.06 20450.77 203143.13 20023.35 20262.65 20393.26 20268.71 22151.38 217
cascas2.00 1502.00 1512.00 1562.00 1642.00 1642.00 1622.00 1672.00 1632.00 1622.00 1602.00 1622.00 1632.00 1612.00 1612.00 161
BH-RMVSNet40.00 18340.00 18540.00 19140.00 19940.00 20040.00 19640.00 22440.00 19940.00 19940.00 19340.00 21840.00 19940.00 19740.00 21140.00 207
UGNet110.62 191124.04 19370.34 19882.03 20774.27 210325.54 21025.25 209207.16 20669.28 208194.38 20327.53 20495.79 212147.76 20637.43 20140.97 211
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 1595.90 1605.90 1655.90 1735.90 1735.90 1725.90 1795.90 1735.90 1715.90 1695.90 1735.90 1725.90 1705.90 1735.90 173
XXY-MVS15.00 18015.00 18215.00 18915.00 19615.00 19915.00 19515.00 20515.00 19615.00 19715.00 19115.00 20115.00 19615.00 19415.00 19715.00 196
EC-MVSNet0.62 1040.62 1050.62 1080.62 1150.62 1150.62 1160.62 1160.62 1150.62 1140.62 1120.62 1140.62 1150.62 1120.62 1140.62 113
sss5.90 1595.90 1605.90 1655.90 1735.90 1735.90 1725.90 1795.90 1735.90 1715.90 1695.90 1735.90 1725.90 1705.90 1735.90 173
Test_1112_low_res5.90 1595.90 1605.90 1655.90 1735.90 1735.90 1725.90 1795.90 1735.90 1715.90 1695.90 1735.90 1725.90 1705.90 1735.90 173
1112_ss5.90 1595.90 1605.90 1655.90 1735.90 1735.90 1725.90 1795.90 1735.90 1715.90 1695.90 1735.90 1725.90 1705.90 1735.90 173
ab-mvs-re5.90 1595.90 1605.90 1655.90 1735.90 1735.90 1725.90 1795.90 1735.90 1715.90 1695.90 1735.90 1725.90 1705.90 1735.90 173
ab-mvs5.90 1595.90 1605.90 1655.90 1735.90 1735.90 1725.90 1795.90 1735.90 1715.90 1695.90 1735.90 1725.90 1705.90 1735.90 173
TR-MVS40.00 18340.00 18540.00 19140.00 19940.00 20040.00 19640.00 22440.00 19940.00 19940.00 19340.00 21840.00 19940.00 19740.00 21140.00 207
MDTV_nov1_ep13_2view9.99 1849.99 1829.99 1839.99 1829.99 1849.99 1809.99 183
MDTV_nov1_ep139.99 1709.99 1839.99 1849.99 1829.99 1909.99 1839.99 1829.99 1799.99 1849.99 1839.99 1809.99 184
MIMVSNet1124.76 195140.93 19776.26 203107.44 213100.17 217329.88 21327.12 215259.44 21574.30 211204.34 20630.74 20792.41 205196.98 20938.15 20436.19 198
MIMVSNet124.76 195140.93 19776.26 203107.44 213100.17 217329.88 21327.12 215259.44 21574.30 211204.34 20630.74 20792.41 205196.98 20938.15 20436.19 198
IterMVS-LS758.94 249856.56 254466.10 262606.60 269546.80 2772309.90 278122.20 2731402.80 276463.50 2631348.20 276192.60 276574.60 2751028.60 282234.60 273276.90 267
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Marc Pollefeys: IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo.
CDS-MVSNet0.88 1090.88 1100.88 1140.88 1210.88 1210.88 1210.88 1220.88 1210.88 1200.88 1180.88 1200.88 1210.88 1190.88 1190.88 119
Khang Truong Giang, Soohwan Song, Sungho Jo: Curvature-guided dynamic scale networks for Multi-view Stereo. ICLR 2022
ACMMP++_ref10000000.00 373
IterMVS615.05 242691.66 245385.23 252516.40 264454.80 2641863.80 273102.10 2591142.20 270364.10 2581093.20 272135.00 250480.40 260826.90 267181.20 255220.50 256
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Marc Pollefeys: IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo.
DP-MVS Recon516.25 238581.17 239321.48 247361.02 245429.00 2631995.36 27578.48 241796.20 251283.32 247796.02 24996.78 235382.98 250636.72 256186.66 258152.46 239
MVS_111021_LR1136.45 2781298.72 281649.64 276756.17 291726.26 2923785.94 296138.15 2782190.64 300629.63 2862064.39 297165.45 262874.83 2881678.43 300279.70 278347.82 279
DP-MVS264.78 210296.02 212171.04 219191.70 226183.96 228827.10 23678.36 240438.24 226176.64 227435.12 22365.04 227230.52 229334.02 225117.96 23598.64 224
ACMMP++10000000.00 373
HQP-MVS10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
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 3043170.00 3071999.67 3251673.00 3142042.00 3428593.00 326474.00 3186452.00 3391268.00 3155125.00 327339.00 2973004.00 3394222.00 329384.00 286953.00 321
Jingyang Zhang, Yao Yao, Shiwei Li, Zixin Luo, Tian Fang: Visibility-aware Multiview Stereo Network. BMVC 2020
MVS-HIRNet2125.39 2902452.68 2931143.53 2982938.33 3531446.92 3156083.19 307391.74 3063801.71 3131202.10 3113439.72 308492.73 3101304.35 3063048.25 314676.32 297679.32 298
IS-MVSNet10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
HyFIR lowres test2340.81 2942643.03 2971434.14 3032025.55 3321629.36 3236542.40 309412.49 3094219.70 3171547.02 3254328.52 316650.74 3261798.26 3123333.17 316727.72 305874.79 312
EPMVS999.00 269999.00 268999.00 289999.00 298999.00 303999.00 245999.00 352999.00 262999.00 298999.00 261999.00 344999.00 294999.00 274999.00 328999.00 325
PAPM_NR10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
TAMVS0.88 1090.88 1100.88 1140.88 1210.88 1210.88 1210.88 1220.88 1210.88 1200.88 1180.88 1200.88 1210.88 1190.88 1190.88 119
PAPR10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
RPSCF394.81 222445.63 224242.35 228276.55 236253.63 2381207.27 26090.69 249715.56 243241.57 237684.87 238111.96 242320.02 239548.38 246133.81 237153.39 240
Vis-MVSNet (Re-imp)10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
test_04021110.00 2771260.00 280660.00 277900.00 296780.00 2953300.00 294210.00 2902040.00 298690.00 2881950.00 295300.00 292810.00 2851620.00 298330.00 284390.00 284
MVS_111021_HR3742.80 3164330.34 3191980.20 3232484.31 3412259.52 34514973.80 352515.90 3336500.13 3401949.21 3426146.89 332535.66 3152593.66 3304880.76 333986.37 3251087.43 333
CSCG826.03 261963.29 266414.24 253421.52 259426.11 2622230.35 276179.52 2871827.44 292733.43 293933.12 260281.25 289545.23 2651800.35 301262.64 275271.38 266
PatchMatch-RL10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
API-MVS4380.83 3234906.56 3252803.67 3393844.00 3573116.00 35813454.00 348901.00 3516511.00 3412794.00 3537365.00 341754.00 3353634.00 3506622.00 3491914.00 3531661.00 343
Test By Simon990.00 343
TDRefinement10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
USDC1000.00 2711000.00 2701000.00 2921000.00 3011000.00 3061000.00 2481000.00 3551000.00 2641000.00 3011000.00 2641000.00 3471000.00 2971000.00 2771000.00 3311000.00 328
EPP-MVSNet10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
PMMVS10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
PAPM10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
ACMMPcopyleft10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
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 33511772.44 3387637.33 3449120.00 3628206.00 36322252.00 3602010.00 36224984.00 3667458.00 35922596.00 3632940.00 35810260.00 36511100.00 3643492.00 3574446.00 355
PatchmatchNetpermissive492.52 235551.22 236316.40 246400.20 257357.90 2571277.10 262115.80 2621034.60 268315.90 252874.00 256155.10 257402.20 254629.50 255158.80 247189.10 250
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Pablo Speciale, Marc Pollefeys: PatchmatchNet: Learned Multi-View Patchmatch Stereo.
PHI-MVS99999.00 33899999.00 34199999.00 35599999.00 37299999.00 37499999.00 36699999.00 37599999.00 36999999.00 36999999.00 36699999.00 36999999.00 36999999.00 36899999.00 36899999.00 366
F-COLMAP1878.17 2872113.11 2901173.33 3001231.00 3061174.00 3116297.00 308392.00 3073356.00 3101087.00 3073082.00 306361.00 3001670.00 3092523.00 309689.00 298676.00 297
ANet_high10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
wuyk23d10000000.00 34710000000.00 35010000000.00 36010000000.00 37710000000.00 37910000000.00 37110000000.00 38010000000.00 37410000000.00 37410000000.00 37110000000.00 37410000000.00 37410000000.00 37310000000.00 37310000000.00 371
OMC-MVS5022.26 3245748.82 3272842.58 3404905.27 3593101.27 35714933.60 351812.24 3459278.40 3552959.29 3548800.17 3521092.24 3513806.30 3517568.54 3561389.60 3461620.18 342
MG-MVS1256.50 2811432.00 284730.00 284610.00 270760.00 2934720.00 303169.00 2851920.00 295723.00 2922510.00 304201.00 2791050.00 3011645.00 299390.00 287380.00 282
AdaColmapbinary2570.77 2992948.61 3021437.24 3061873.64 3251526.60 3177819.77 320373.97 3034970.45 3241479.29 3224648.46 321525.80 3131904.97 3164150.42 327695.69 304880.14 315
uanet10000.00 32810000.00 33110000.00 34610000.00 36410000.00 36610000.00 33510000.00 36910000.00 35710000.00 36110000.00 35410000.00 36210000.00 35910000.00 35810000.00 36010000.00 358
ITE_SJBPF2014.00 3261998.00 3271992.00 340701.00 3425989.00 3311812.00 3413612.00 312650.00 3252852.00 3384601.00 3321195.00 3411198.00 338
DeepMVS_CXcopyleft1.00 1171.00 1241.00 1241.00 1251.00 1241.00 1231.00 1211.00 1231.00 1241.00 1221.00 1221.00 122
TinyColmap1000.00 2711000.00 2701000.00 2921000.00 3011000.00 3061000.00 2481000.00 3551000.00 2641000.00 3011000.00 2641000.00 3471000.00 2971000.00 2771000.00 3311000.00 328
MAR-MVS3973.16 3174387.92 3202728.86 3383345.27 3563341.39 36011403.90 344798.76 3446555.62 3422569.29 3526514.86 334834.97 3383237.43 3495891.08 3391577.54 3471607.76 340
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 3023049.67 3041649.00 3131755.00 3201689.00 3278330.00 324464.00 3174997.00 3251528.00 3234763.00 323568.00 3172296.00 3244215.00 328827.00 317962.00 322
MSDG32606.17 33734443.44 34027094.33 35429249.00 37125246.00 37351144.00 3656705.00 36742886.00 36822888.00 36848534.00 36513263.00 36837507.00 36879298.00 36716024.00 36718530.00 364
LS3D7684.71 3268776.23 3294410.16 3435298.55 3605631.53 36234329.90 3631504.57 36111554.00 3643896.41 35615111.00 361812.19 3365985.63 3573516.20 3202963.23 3551613.31 341
CLD-MVS7338.25 3258341.00 3284330.00 3424902.00 3584991.00 36123318.00 361728.00 34314437.00 3654378.00 35713379.00 360824.00 3375708.00 35611429.00 3651674.00 3522291.00 352
Zhaoxin Li, Wangmeng Zuo, Zhaoqi Wang, Lei Zhang: Confidence-based Large-scale Dense Multi-view Stereo. IEEE Transaction on Image Processing, 2020
FPMVS1407.00 2841495.59 2861141.23 297648.01 286893.85 3004124.00 299503.81 3263219.04 308742.72 2942498.84 303157.98 2581727.83 310832.93 268732.98 308802.00 302
Gipumacopyleft689.75 248767.00 248458.00 261613.00 276549.00 2791943.00 274187.00 2881230.00 272518.00 2731092.00 271203.00 281564.00 266892.00 270225.00 271261.00 265
S. Galliani, K. Lasinger, K. Schindler: Massively Parallel Multiview Stereopsis by Surface Normal Diffusion. ICCV 2015