| fmvsm_l_conf0.5_n_a | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 |
|
| fmvsm_l_conf0.5_n | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 |
|
| fmvsm_s_conf0.1_n_a | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 |
|
| fmvsm_s_conf0.1_n | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 |
|
| fmvsm_s_conf0.5_n_a | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 |
|
| fmvsm_s_conf0.5_n | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 |
|
| MM | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 |
|
| test_fmvsmconf0.1_n | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 |
|
| test_fmvsmconf0.01_n | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 |
|
| test_fmvsmconf_n | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 |
|
| test_fmvsmvis_n_1920 | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 |
|
| test_fmvsm_n_1920 | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 |
|
| test_cas_vis1_n_1920 | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 |
|
| test_vis1_n_1920 | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 |
|
| test_vis1_n | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 |
|
| test_fmvs1_n | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 |
|
| mvsany_test1 | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 |
|
| APD_test1 | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 |
|
| test_vis1_rt | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 |
|
| test_vis3_rt | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 |
|
| test_fmvs2 | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 |
|
| test_fmvs1 | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 |
|
| test_fmvs3 | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 |
|
| mvsany_test3 | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 |
|
| testf1 | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 |
|
| APD_test2 | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 |
|
| test_f | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 |
|
| SF-MVS | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 |
|
| 9.14 | | | | 0.00 1 | | 0.00 1 | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | |
|
| MVS_0304 | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 |
|
| TEST9 | | | | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | | | |
|
| train_agg | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 |
|
| test_8 | | | | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | | | |
|
| HFP-MVS | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 |
|
| region2R | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 |
|
| test_prior2 | | | | | | | | 0.00 1 | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | | 0.00 1 | 0.00 1 | |
|
| æ–°å‡ ä½•1 | | | | | 0.00 1 | 0.00 1 | 0.00 1 | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 |
|
| 旧先验1 | | | | | | 0.00 1 | 0.00 1 | | 0.00 1 | | | 0.00 1 | 0.00 1 | | | 0.00 1 | 0.00 1 |
|
| 原ACMM1 | | | | | 0.00 1 | 0.00 1 | 0.00 1 | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 |
|
| test222 | | | | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | | | 0.00 1 | 0.00 1 |
|
| testdata | | | | | 0.00 1 | 0.00 1 | 0.00 1 | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 |
|
| 1314 | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 |
|
| MVS | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 |
|
| QAPM | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 |
|
| h-mvs33 | | | 0.30 36 | 0.30 37 | 0.30 41 | 0.30 48 | 0.30 48 | 0.30 48 | 0.30 49 | 0.30 48 | 0.30 47 | 0.30 45 | 0.30 47 | 0.30 48 | 0.30 46 | 0.30 46 | 0.30 46 |
|
| hse-mvs2 | | | 0.30 36 | 0.30 37 | 0.30 41 | 0.30 48 | 0.30 48 | 0.30 48 | 0.30 49 | 0.30 48 | 0.30 47 | 0.30 45 | 0.30 47 | 0.30 48 | 0.30 46 | 0.30 46 | 0.30 46 |
|
| CL-MVSNet_self_test | | | 0.30 36 | 0.30 37 | 0.30 41 | 0.30 48 | 0.30 48 | 0.30 48 | 0.30 49 | 0.30 48 | 0.30 47 | 0.30 45 | 0.30 47 | 0.30 48 | 0.30 46 | 0.30 46 | 0.30 46 |
|
| AUN-MVS | | | 0.30 36 | 0.30 37 | 0.30 41 | 0.30 48 | 0.30 48 | 0.30 48 | 0.30 49 | 0.30 48 | 0.30 47 | 0.30 45 | 0.30 47 | 0.30 48 | 0.30 46 | 0.30 46 | 0.30 46 |
|
| LCM-MVSNet | | | 0.37 40 | 0.36 41 | 0.37 45 | 0.37 52 | 0.37 52 | 0.37 52 | 0.32 53 | 0.37 52 | 0.37 51 | 0.37 49 | 0.37 51 | 0.37 52 | 0.37 50 | 0.37 50 | 0.37 50 |
|
| v144192 | | | 0.40 41 | 0.40 42 | 0.40 46 | 0.40 53 | 0.40 53 | 0.40 53 | 0.40 55 | 0.40 53 | 0.40 52 | 0.40 50 | 0.40 52 | 0.40 53 | 0.40 51 | 0.40 51 | 0.40 51 |
|
| v1921920 | | | 0.40 41 | 0.40 42 | 0.40 46 | 0.40 53 | 0.40 53 | 0.40 53 | 0.40 55 | 0.40 53 | 0.40 52 | 0.40 50 | 0.40 52 | 0.40 53 | 0.40 51 | 0.40 51 | 0.40 51 |
|
| v1192 | | | 0.40 41 | 0.40 42 | 0.40 46 | 0.40 53 | 0.40 53 | 0.40 53 | 0.40 55 | 0.40 53 | 0.40 52 | 0.40 50 | 0.40 52 | 0.40 53 | 0.40 51 | 0.40 51 | 0.40 51 |
|
| v1144 | | | 0.40 41 | 0.40 42 | 0.40 46 | 0.40 53 | 0.40 53 | 0.40 53 | 0.40 55 | 0.40 53 | 0.40 52 | 0.40 50 | 0.40 52 | 0.40 53 | 0.40 51 | 0.40 51 | 0.40 51 |
|
| v148 | | | 0.40 41 | 0.40 42 | 0.40 46 | 0.40 53 | 0.40 53 | 0.40 53 | 0.40 55 | 0.40 53 | 0.40 52 | 0.40 50 | 0.40 52 | 0.40 53 | 0.40 51 | 0.40 51 | 0.40 51 |
|
| v7n | | | 0.40 41 | 0.40 42 | 0.40 46 | 0.40 53 | 0.40 53 | 0.40 53 | 0.40 55 | 0.40 53 | 0.40 52 | 0.40 50 | 0.40 52 | 0.40 53 | 0.40 51 | 0.40 51 | 0.40 51 |
|
| v1240 | | | 0.40 41 | 0.40 42 | 0.40 46 | 0.40 53 | 0.40 53 | 0.40 53 | 0.40 55 | 0.40 53 | 0.40 52 | 0.40 50 | 0.40 52 | 0.40 53 | 0.40 51 | 0.40 51 | 0.40 51 |
|
| v8 | | | 0.40 41 | 0.40 42 | 0.40 46 | 0.40 53 | 0.40 53 | 0.40 53 | 0.40 55 | 0.40 53 | 0.40 52 | 0.40 50 | 0.40 52 | 0.40 53 | 0.40 51 | 0.40 51 | 0.40 51 |
|
| v10 | | | 0.40 41 | 0.40 42 | 0.40 46 | 0.40 53 | 0.40 53 | 0.40 53 | 0.40 55 | 0.40 53 | 0.40 52 | 0.40 50 | 0.40 52 | 0.40 53 | 0.40 51 | 0.40 51 | 0.40 51 |
|
| v2v482 | | | 0.40 41 | 0.40 42 | 0.40 46 | 0.40 53 | 0.40 53 | 0.40 53 | 0.40 55 | 0.40 53 | 0.40 52 | 0.40 50 | 0.40 52 | 0.40 53 | 0.40 51 | 0.40 51 | 0.40 51 |
|
| V42 | | | 0.40 41 | 0.40 42 | 0.40 46 | 0.40 53 | 0.40 53 | 0.40 53 | 0.40 55 | 0.40 53 | 0.40 52 | 0.40 50 | 0.40 52 | 0.40 53 | 0.40 51 | 0.40 51 | 0.40 51 |
|
| GA-MVS | | | 0.40 41 | 0.40 42 | 0.40 46 | 0.40 53 | 0.40 53 | 0.40 53 | 0.40 55 | 0.40 53 | 0.40 52 | 0.40 50 | 0.40 52 | 0.40 53 | 0.40 51 | 0.40 51 | 0.40 51 |
|
| Fast-Effi-MVS+ | | | 0.41 53 | 0.40 42 | 0.41 58 | 0.41 65 | 0.41 65 | 0.41 65 | 0.35 54 | 0.41 65 | 0.41 64 | 0.41 62 | 0.41 64 | 0.41 65 | 0.41 63 | 0.41 63 | 0.41 63 |
|
| Fast-Effi-MVS+-dtu | | | 0.44 54 | 0.44 55 | 0.44 59 | 0.44 66 | 0.44 66 | 0.44 66 | 0.44 67 | 0.44 66 | 0.44 65 | 0.44 63 | 0.44 65 | 0.44 66 | 0.44 64 | 0.44 64 | 0.44 64 |
|
| Effi-MVS+-dtu | | | 0.59 56 | 0.61 58 | 0.53 60 | 0.68 74 | 0.53 67 | 0.53 67 | 0.68 75 | 0.68 74 | 0.53 66 | 0.53 64 | 0.68 73 | 0.53 67 | 0.68 72 | 0.53 65 | 0.53 65 |
|
| KD-MVS_self_test | | | 0.60 57 | 0.60 57 | 0.60 61 | 0.60 68 | 0.60 68 | 0.60 69 | 0.60 69 | 0.60 68 | 0.60 67 | 0.60 65 | 0.60 67 | 0.60 68 | 0.60 65 | 0.60 67 | 0.60 66 |
|
| EIA-MVS | | | 0.62 58 | 0.62 59 | 0.62 62 | 0.62 69 | 0.62 69 | 0.62 70 | 0.62 70 | 0.62 69 | 0.62 68 | 0.62 66 | 0.62 68 | 0.62 69 | 0.62 66 | 0.62 68 | 0.62 67 |
|
| ETV-MVS | | | 0.62 58 | 0.62 59 | 0.62 62 | 0.62 69 | 0.62 69 | 0.62 70 | 0.62 70 | 0.62 69 | 0.62 68 | 0.62 66 | 0.62 68 | 0.62 69 | 0.62 66 | 0.62 68 | 0.62 67 |
|
| CS-MVS | | | 0.62 58 | 0.62 59 | 0.62 62 | 0.62 69 | 0.62 69 | 0.62 70 | 0.62 70 | 0.62 69 | 0.62 68 | 0.62 66 | 0.62 68 | 0.62 69 | 0.62 66 | 0.62 68 | 0.62 67 |
|
| CS-MVS-test | | | 0.62 58 | 0.62 59 | 0.62 62 | 0.62 69 | 0.62 69 | 0.62 70 | 0.62 70 | 0.62 69 | 0.62 68 | 0.62 66 | 0.62 68 | 0.62 69 | 0.62 66 | 0.62 68 | 0.62 67 |
|
| Effi-MVS+ | | | 0.58 55 | 0.56 56 | 0.62 62 | 0.53 67 | 0.62 69 | 0.53 67 | 0.53 68 | 0.53 67 | 0.62 68 | 0.62 66 | 0.53 66 | 0.62 69 | 0.62 66 | 0.53 65 | 0.62 67 |
|
| EC-MVSNet | | | 0.62 58 | 0.62 59 | 0.62 62 | 0.62 69 | 0.62 69 | 0.62 70 | 0.62 70 | 0.62 69 | 0.62 68 | 0.62 66 | 0.62 68 | 0.62 69 | 0.62 66 | 0.62 68 | 0.62 67 |
|
| CDS-MVSNet | | | 0.88 63 | 0.88 64 | 0.88 68 | 0.88 75 | 0.88 75 | 0.88 75 | 0.88 76 | 0.88 75 | 0.88 74 | 0.88 72 | 0.88 74 | 0.88 75 | 0.88 73 | 0.88 73 | 0.88 73 |
| Khang Truong Giang, Soohwan Song, Sungho Jo: Curvature-guided dynamic scale networks for Multi-view Stereo. ICLR 2022 |
| TAMVS | | | 0.88 63 | 0.88 64 | 0.88 68 | 0.88 75 | 0.88 75 | 0.88 75 | 0.88 76 | 0.88 75 | 0.88 74 | 0.88 72 | 0.88 74 | 0.88 75 | 0.88 73 | 0.88 73 | 0.88 73 |
|
| LCM-MVSNet-Re | | | 0.89 65 | 0.89 66 | 0.89 70 | 0.89 77 | 0.89 77 | 0.89 77 | 0.89 78 | 0.89 77 | 0.89 76 | 0.89 74 | 0.89 76 | 0.89 77 | 0.89 75 | 0.89 75 | 0.89 75 |
|
| DeepMVS_CX |  | | | | 1.00 71 | 1.00 78 | 1.00 78 | | 1.00 79 | 1.00 78 | 1.00 77 | 1.00 75 | 1.00 77 | 1.00 78 | 1.00 76 | 1.00 76 | 1.00 76 |
|
| MDA-MVSNet-bldmvs | | | 1.20 66 | 1.20 67 | 1.20 72 | 1.20 79 | 1.20 80 | 1.20 78 | 1.20 81 | 1.20 79 | 1.20 78 | 1.20 76 | 1.20 78 | 1.20 79 | 1.20 77 | 1.20 77 | 1.20 77 |
|
| YYNet1 | | | 1.20 66 | 1.20 67 | 1.20 72 | 1.20 79 | 1.20 80 | 1.20 78 | 1.20 81 | 1.20 79 | 1.20 78 | 1.20 76 | 1.20 78 | 1.20 79 | 1.20 77 | 1.20 77 | 1.20 77 |
|
| MDA-MVSNet_test_wron | | | 1.20 66 | 1.20 67 | 1.20 72 | 1.20 79 | 1.20 80 | 1.20 78 | 1.20 81 | 1.20 79 | 1.20 78 | 1.20 76 | 1.20 78 | 1.20 79 | 1.20 77 | 1.20 77 | 1.20 77 |
|
| KD-MVS_2432*1600 | | | 1.30 69 | 1.30 70 | 1.30 75 | 1.30 82 | 1.30 83 | 1.30 81 | 1.30 84 | 1.30 82 | 1.30 81 | 1.30 79 | 1.30 81 | 1.30 82 | 1.30 80 | 1.30 80 | 1.30 80 |
|
| miper_refine_blended | | | 1.30 69 | 1.30 70 | 1.30 75 | 1.30 82 | 1.30 83 | 1.30 81 | 1.30 84 | 1.30 82 | 1.30 81 | 1.30 79 | 1.30 81 | 1.30 82 | 1.30 80 | 1.30 80 | 1.30 80 |
|
| EI-MVSNet-UG-set | | | 1.42 71 | 1.42 72 | 1.42 77 | 1.42 84 | 1.42 85 | 1.42 83 | 1.42 86 | 1.42 84 | 1.42 83 | 1.42 81 | 1.42 83 | 1.42 84 | 1.42 82 | 1.42 82 | 1.42 82 |
|
| EI-MVSNet-Vis-set | | | 1.42 71 | 1.42 72 | 1.42 77 | 1.42 84 | 1.42 85 | 1.42 83 | 1.42 86 | 1.42 84 | 1.42 83 | 1.42 81 | 1.42 83 | 1.42 84 | 1.42 82 | 1.42 82 | 1.42 82 |
|
| EI-MVSNet | | | 1.42 71 | 1.42 72 | 1.42 77 | 1.42 84 | 1.42 85 | 1.42 83 | 1.42 86 | 1.42 84 | 1.42 83 | 1.42 81 | 1.42 83 | 1.42 84 | 1.42 82 | 1.42 82 | 1.42 82 |
|
| Regformer | | | 1.42 71 | 1.42 72 | 1.42 77 | 1.42 84 | 1.42 85 | 1.42 83 | 1.42 86 | 1.42 84 | 1.42 83 | 1.42 81 | 1.42 83 | 1.42 84 | 1.42 82 | 1.42 82 | 1.42 82 |
|
| CVMVSNet | | | 1.42 71 | 1.42 72 | 1.42 77 | 1.42 84 | 1.42 85 | 1.42 83 | 1.42 86 | 1.42 84 | 1.42 83 | 1.42 81 | 1.42 83 | 1.42 84 | 1.42 82 | 1.42 82 | 1.42 82 |
|
| EU-MVSNet | | | 1.42 71 | 1.42 72 | 1.42 77 | 1.42 84 | 1.42 85 | 1.42 83 | 1.42 86 | 1.42 84 | 1.42 83 | 1.42 81 | 1.42 83 | 1.42 84 | 1.42 82 | 1.42 82 | 1.42 82 |
|
| PS-CasMVS | | | 1.42 71 | 1.42 72 | 1.42 77 | 1.42 84 | 1.42 85 | 1.42 83 | 1.42 86 | 1.42 84 | 1.42 83 | 1.42 81 | 1.42 83 | 1.42 84 | 1.42 82 | 1.42 82 | 1.42 82 |
|
| UniMVSNet_NR-MVSNet | | | 1.42 71 | 1.42 72 | 1.42 77 | 1.42 84 | 1.42 85 | 1.42 83 | 1.42 86 | 1.42 84 | 1.42 83 | 1.42 81 | 1.42 83 | 1.42 84 | 1.42 82 | 1.42 82 | 1.42 82 |
|
| PEN-MVS | | | 1.42 71 | 1.42 72 | 1.42 77 | 1.42 84 | 1.42 85 | 1.42 83 | 1.42 86 | 1.42 84 | 1.42 83 | 1.42 81 | 1.42 83 | 1.42 84 | 1.42 82 | 1.42 82 | 1.42 82 |
|
| TransMVSNet (Re) | | | 1.42 71 | 1.42 72 | 1.42 77 | 1.42 84 | 1.42 85 | 1.42 83 | 1.42 86 | 1.42 84 | 1.42 83 | 1.42 81 | 1.42 83 | 1.42 84 | 1.42 82 | 1.42 82 | 1.42 82 |
|
| DTE-MVSNet | | | 1.42 71 | 1.42 72 | 1.42 77 | 1.42 84 | 1.42 85 | 1.42 83 | 1.42 86 | 1.42 84 | 1.42 83 | 1.42 81 | 1.42 83 | 1.42 84 | 1.42 82 | 1.42 82 | 1.42 82 |
|
| DU-MVS | | | 1.42 71 | 1.42 72 | 1.42 77 | 1.42 84 | 1.42 85 | 1.42 83 | 1.42 86 | 1.42 84 | 1.42 83 | 1.42 81 | 1.42 83 | 1.42 84 | 1.42 82 | 1.42 82 | 1.42 82 |
|
| UniMVSNet (Re) | | | 1.42 71 | 1.42 72 | 1.42 77 | 1.42 84 | 1.42 85 | 1.42 83 | 1.42 86 | 1.42 84 | 1.42 83 | 1.42 81 | 1.42 83 | 1.42 84 | 1.42 82 | 1.42 82 | 1.42 82 |
|
| CP-MVSNet | | | 1.42 71 | 1.42 72 | 1.42 77 | 1.42 84 | 1.42 85 | 1.42 83 | 1.42 86 | 1.42 84 | 1.42 83 | 1.42 81 | 1.42 83 | 1.42 84 | 1.42 82 | 1.42 82 | 1.42 82 |
|
| WR-MVS_H | | | 1.42 71 | 1.42 72 | 1.42 77 | 1.42 84 | 1.42 85 | 1.42 83 | 1.42 86 | 1.42 84 | 1.42 83 | 1.42 81 | 1.42 83 | 1.42 84 | 1.42 82 | 1.42 82 | 1.42 82 |
|
| WR-MVS | | | 1.42 71 | 1.42 72 | 1.42 77 | 1.42 84 | 1.42 85 | 1.42 83 | 1.42 86 | 1.42 84 | 1.42 83 | 1.42 81 | 1.42 83 | 1.42 84 | 1.42 82 | 1.42 82 | 1.42 82 |
|
| NR-MVSNet | | | 1.42 71 | 1.42 72 | 1.42 77 | 1.42 84 | 1.42 85 | 1.42 83 | 1.42 86 | 1.42 84 | 1.42 83 | 1.42 81 | 1.42 83 | 1.42 84 | 1.42 82 | 1.42 82 | 1.42 82 |
|
| Baseline_NR-MVSNet | | | 1.42 71 | 1.42 72 | 1.42 77 | 1.42 84 | 1.42 85 | 1.42 83 | 1.42 86 | 1.42 84 | 1.42 83 | 1.42 81 | 1.42 83 | 1.42 84 | 1.42 82 | 1.42 82 | 1.42 82 |
|
| TranMVSNet+NR-MVSNet | | | 1.42 71 | 1.42 72 | 1.42 77 | 1.42 84 | 1.42 85 | 1.42 83 | 1.42 86 | 1.42 84 | 1.42 83 | 1.42 81 | 1.42 83 | 1.42 84 | 1.42 82 | 1.42 82 | 1.42 82 |
|
| MVSFormer | | | 1.42 71 | 1.42 72 | 1.42 77 | 1.42 84 | 1.42 85 | 1.42 83 | 1.42 86 | 1.42 84 | 1.42 83 | 1.42 81 | 1.42 83 | 1.42 84 | 1.42 82 | 1.42 82 | 1.42 82 |
|
| jason | | | 1.42 71 | 1.42 72 | 1.42 77 | 1.42 84 | 1.42 85 | 1.42 83 | 1.42 86 | 1.42 84 | 1.42 83 | 1.42 81 | 1.42 83 | 1.42 84 | 1.42 82 | 1.42 82 | 1.42 82 |
| jason: jason. |
| lupinMVS | | | 1.42 71 | 1.42 72 | 1.42 77 | 1.42 84 | 1.42 85 | 1.42 83 | 1.42 86 | 1.42 84 | 1.42 83 | 1.42 81 | 1.42 83 | 1.42 84 | 1.42 82 | 1.42 82 | 1.42 82 |
|
| test_djsdf | | | 1.42 71 | 1.42 72 | 1.42 77 | 1.42 84 | 1.42 85 | 1.42 83 | 1.42 86 | 1.42 84 | 1.42 83 | 1.42 81 | 1.42 83 | 1.42 84 | 1.42 82 | 1.42 82 | 1.42 82 |
|
| alignmvs | | | 2.00 94 | 2.00 95 | 2.00 100 | 2.00 108 | 2.00 108 | 2.00 106 | 2.00 111 | 2.00 107 | 2.00 106 | 2.00 104 | 2.00 106 | 2.00 107 | 2.00 105 | 2.00 105 | 2.00 105 |
|
| nrg030 | | | 2.00 94 | 2.00 95 | 2.00 100 | 2.00 108 | 2.00 108 | 2.00 106 | 2.00 111 | 2.00 107 | 2.00 106 | 2.00 104 | 2.00 106 | 2.00 107 | 2.00 105 | 2.00 105 | 2.00 105 |
|
| LFMVS | | | 2.00 94 | 2.00 95 | 2.00 100 | 2.00 108 | 2.00 108 | 2.00 106 | 2.00 111 | 2.00 107 | 2.00 106 | 2.00 104 | 2.00 106 | 2.00 107 | 2.00 105 | 2.00 105 | 2.00 105 |
|
| VDD-MVS | | | 2.00 94 | 2.00 95 | 2.00 100 | 2.00 108 | 2.00 108 | 2.00 106 | 2.00 111 | 2.00 107 | 2.00 106 | 2.00 104 | 2.00 106 | 2.00 107 | 2.00 105 | 2.00 105 | 2.00 105 |
|
| VDDNet | | | 2.00 94 | 2.00 95 | 2.00 100 | 2.00 108 | 2.00 108 | 2.00 106 | 2.00 111 | 2.00 107 | 2.00 106 | 2.00 104 | 2.00 106 | 2.00 107 | 2.00 105 | 2.00 105 | 2.00 105 |
|
| VPNet | | | 2.00 94 | 2.00 95 | 2.00 100 | 2.00 108 | 2.00 108 | 2.00 106 | 2.00 111 | 2.00 107 | 2.00 106 | 2.00 104 | 2.00 106 | 2.00 107 | 2.00 105 | 2.00 105 | 2.00 105 |
|
| VNet | | | 2.00 94 | 2.00 95 | 2.00 100 | 2.00 108 | 2.00 108 | 2.00 106 | 2.00 111 | 2.00 107 | 2.00 106 | 2.00 104 | 2.00 106 | 2.00 107 | 2.00 105 | 2.00 105 | 2.00 105 |
|
| VPA-MVSNet | | | 2.00 94 | 2.00 95 | 2.00 100 | 2.00 108 | 2.00 108 | 2.00 106 | 2.00 111 | 2.00 107 | 2.00 106 | 2.00 104 | 2.00 106 | 2.00 107 | 2.00 105 | 2.00 105 | 2.00 105 |
|
| cascas | | | 2.00 94 | 2.00 95 | 2.00 100 | 2.00 108 | 2.00 108 | 2.00 106 | 2.00 111 | 2.00 107 | 2.00 106 | 2.00 104 | 2.00 106 | 2.00 107 | 2.00 105 | 2.00 105 | 2.00 105 |
|
| UnsupCasMVSNet_eth | | | 5.90 103 | 5.90 104 | 5.90 109 | 5.90 117 | 5.90 117 | 5.90 116 | 5.90 123 | 5.90 117 | 5.90 115 | 5.90 113 | 5.90 117 | 5.90 116 | 5.90 114 | 5.90 117 | 5.90 117 |
|
| UnsupCasMVSNet_bld | | | 5.90 103 | 5.90 104 | 5.90 109 | 5.90 117 | 5.90 117 | 5.90 116 | 5.90 123 | 5.90 117 | 5.90 115 | 5.90 113 | 5.90 117 | 5.90 116 | 5.90 114 | 5.90 117 | 5.90 117 |
|
| WTY-MVS | | | 5.90 103 | 5.90 104 | 5.90 109 | 5.90 117 | 5.90 117 | 5.90 116 | 5.90 123 | 5.90 117 | 5.90 115 | 5.90 113 | 5.90 117 | 5.90 116 | 5.90 114 | 5.90 117 | 5.90 117 |
|
| HY-MVS | | 5.90 1 | 5.90 103 | 5.90 104 | 5.90 109 | 5.90 117 | 5.90 117 | 5.90 116 | 5.90 123 | 5.90 117 | 5.90 115 | 5.90 113 | 5.90 117 | 5.90 116 | 5.90 114 | 5.90 117 | 5.90 117 |
|
| sss | | | 5.90 103 | 5.90 104 | 5.90 109 | 5.90 117 | 5.90 117 | 5.90 116 | 5.90 123 | 5.90 117 | 5.90 115 | 5.90 113 | 5.90 117 | 5.90 116 | 5.90 114 | 5.90 117 | 5.90 117 |
|
| Test_1112_low_res | | | 5.90 103 | 5.90 104 | 5.90 109 | 5.90 117 | 5.90 117 | 5.90 116 | 5.90 123 | 5.90 117 | 5.90 115 | 5.90 113 | 5.90 117 | 5.90 116 | 5.90 114 | 5.90 117 | 5.90 117 |
|
| 1112_ss | | | 5.90 103 | 5.90 104 | 5.90 109 | 5.90 117 | 5.90 117 | 5.90 116 | 5.90 123 | 5.90 117 | 5.90 115 | 5.90 113 | 5.90 117 | 5.90 116 | 5.90 114 | 5.90 117 | 5.90 117 |
|
| ab-mvs-re | | | 5.90 103 | 5.90 104 | 5.90 109 | 5.90 117 | 5.90 117 | 5.90 116 | 5.90 123 | 5.90 117 | 5.90 115 | 5.90 113 | 5.90 117 | 5.90 116 | 5.90 114 | 5.90 117 | 5.90 117 |
|
| ab-mvs | | | 5.90 103 | 5.90 104 | 5.90 109 | 5.90 117 | 5.90 117 | 5.90 116 | 5.90 123 | 5.90 117 | 5.90 115 | 5.90 113 | 5.90 117 | 5.90 116 | 5.90 114 | 5.90 117 | 5.90 117 |
|
| CDPH-MVS | | | 6.66 112 | 6.66 113 | 6.66 118 | 6.66 126 | 6.66 126 | 6.66 125 | 6.66 132 | 6.66 126 | 6.66 124 | 6.66 122 | 6.66 126 | 6.66 125 | 6.66 123 | 6.66 126 | 6.66 126 |
|
| MDTV_nov1_ep13 | | | | 9.99 114 | | 9.99 127 | 9.99 128 | 9.99 126 | 9.99 134 | 9.99 127 | 9.99 126 | 9.99 123 | 9.99 128 | 9.99 127 | 9.99 124 | 9.99 128 | |
|
| xiu_mvs_v1_base_debu | | | 10.28 113 | 10.28 115 | 10.28 120 | 10.28 128 | 10.28 130 | 10.28 128 | 10.28 135 | 10.28 129 | 10.28 128 | 10.28 124 | 10.28 130 | 10.28 128 | 10.28 126 | 10.28 129 | 10.28 128 |
|
| xiu_mvs_v2_base | | | 10.28 113 | 10.28 115 | 10.28 120 | 10.28 128 | 10.28 130 | 10.28 128 | 10.28 135 | 10.28 129 | 10.28 128 | 10.28 124 | 10.28 130 | 10.28 128 | 10.28 126 | 10.28 129 | 10.28 128 |
|
| xiu_mvs_v1_base | | | 10.28 113 | 10.28 115 | 10.28 120 | 10.28 128 | 10.28 130 | 10.28 128 | 10.28 135 | 10.28 129 | 10.28 128 | 10.28 124 | 10.28 130 | 10.28 128 | 10.28 126 | 10.28 129 | 10.28 128 |
|
| xiu_mvs_v1_base_debi | | | 10.28 113 | 10.28 115 | 10.28 120 | 10.28 128 | 10.28 130 | 10.28 128 | 10.28 135 | 10.28 129 | 10.28 128 | 10.28 124 | 10.28 130 | 10.28 128 | 10.28 126 | 10.28 129 | 10.28 128 |
|
| cdsmvs_eth3d_5k | | | 10.28 113 | 10.28 115 | 10.28 120 | 10.28 128 | 10.28 130 | 10.28 128 | 10.28 135 | 10.28 129 | 10.28 128 | 10.28 124 | 10.28 130 | 10.28 128 | 10.28 126 | 10.28 129 | 10.28 128 |
|
| pcd_1.5k_mvsjas | | | 10.28 113 | 10.28 115 | 10.28 120 | 10.28 128 | 10.28 130 | 10.28 128 | 10.28 135 | 10.28 129 | 10.28 128 | 10.28 124 | 10.28 130 | 10.28 128 | 10.28 126 | 10.28 129 | 10.28 128 |
|
| PS-MVSNAJss | | | 10.28 113 | 10.28 115 | 10.28 120 | 10.28 128 | 10.28 130 | 10.28 128 | 10.28 135 | 10.28 129 | 10.28 128 | 10.28 124 | 10.28 130 | 10.28 128 | 10.28 126 | 10.28 129 | 10.28 128 |
|
| PS-MVSNAJ | | | 10.28 113 | 10.28 115 | 10.28 120 | 10.28 128 | 10.28 130 | 10.28 128 | 10.28 135 | 10.28 129 | 10.28 128 | 10.28 124 | 10.28 130 | 10.28 128 | 10.28 126 | 10.28 129 | 10.28 128 |
|
| jajsoiax | | | 10.28 113 | 10.28 115 | 10.28 120 | 10.28 128 | 10.28 130 | 10.28 128 | 10.28 135 | 10.28 129 | 10.28 128 | 10.28 124 | 10.28 130 | 10.28 128 | 10.28 126 | 10.28 129 | 10.28 128 |
|
| mvs_tets | | | 10.28 113 | 10.28 115 | 10.28 120 | 10.28 128 | 10.28 130 | 10.28 128 | 10.28 135 | 10.28 129 | 10.28 128 | 10.28 124 | 10.28 130 | 10.28 128 | 10.28 126 | 10.28 129 | 10.28 128 |
|
| SR-MVS-dyc-post | | | 11.55 123 | 11.55 125 | 11.55 132 | 11.55 139 | 11.55 141 | 11.55 138 | 11.55 147 | 11.55 139 | 11.55 139 | 11.55 134 | 11.55 141 | 11.55 138 | 11.55 136 | 11.55 139 | 11.55 138 |
|
| XXY-MVS | | | 15.00 124 | 15.00 126 | 15.00 133 | 15.00 140 | 15.00 143 | 15.00 139 | 15.00 149 | 15.00 140 | 15.00 141 | 15.00 135 | 15.00 145 | 15.00 140 | 15.00 138 | 15.00 141 | 15.00 140 |
|
| test_method | | | 18.29 125 | 20.89 127 | 10.50 130 | 15.00 140 | 13.00 142 | 55.00 145 | 3.00 121 | 34.00 142 | 11.50 138 | 32.50 136 | 5.00 116 | 13.50 139 | 27.00 140 | 5.00 116 | 5.00 116 |
|
| BH-w/o | | | 40.00 127 | 40.00 129 | 40.00 135 | 40.00 143 | 40.00 144 | 40.00 140 | 40.00 166 | 40.00 143 | 40.00 143 | 40.00 137 | 40.00 162 | 40.00 143 | 40.00 141 | 40.00 155 | 40.00 151 |
|
| BH-untuned | | | 40.00 127 | 40.00 129 | 40.00 135 | 40.00 143 | 40.00 144 | 40.00 140 | 40.00 166 | 40.00 143 | 40.00 143 | 40.00 137 | 40.00 162 | 40.00 143 | 40.00 141 | 40.00 155 | 40.00 151 |
|
| BH-RMVSNet | | | 40.00 127 | 40.00 129 | 40.00 135 | 40.00 143 | 40.00 144 | 40.00 140 | 40.00 166 | 40.00 143 | 40.00 143 | 40.00 137 | 40.00 162 | 40.00 143 | 40.00 141 | 40.00 155 | 40.00 151 |
|
| TR-MVS | | | 40.00 127 | 40.00 129 | 40.00 135 | 40.00 143 | 40.00 144 | 40.00 140 | 40.00 166 | 40.00 143 | 40.00 143 | 40.00 137 | 40.00 162 | 40.00 143 | 40.00 141 | 40.00 155 | 40.00 151 |
|
| GeoE | | | 19.41 126 | 22.09 128 | 11.37 131 | 17.21 142 | 11.30 140 | 50.50 144 | 4.30 122 | 33.60 141 | 11.70 140 | 44.50 141 | 7.30 127 | 18.90 141 | 22.60 139 | 7.10 127 | 3.90 114 |
|
| tmp_tt | | | 371.08 158 | 412.78 159 | 246.00 169 | 231.00 169 | 197.00 171 | 1293.00 201 | 376.00 238 | 756.00 188 | 609.00 216 | 71.00 142 | 106.00 182 | 195.00 167 | 102.00 148 | 171.00 188 | 346.00 212 |
|
| GBi-Net | | | 44.67 131 | 49.24 133 | 30.96 134 | 47.53 147 | 47.57 148 | 126.09 146 | 8.00 133 | 76.99 147 | 26.09 142 | 73.50 143 | 11.27 140 | 30.55 142 | 61.12 145 | 12.58 140 | 14.75 139 |
|
| new_pmnet | | | 88.14 133 | 98.62 134 | 56.70 139 | 98.14 154 | 56.07 149 | 246.79 148 | 15.37 150 | 148.06 148 | 50.77 147 | 143.13 144 | 23.35 146 | 62.65 147 | 93.26 146 | 68.71 163 | 51.38 161 |
|
| N_pmnet | | | 88.14 133 | 98.62 134 | 56.70 139 | 98.14 154 | 56.07 149 | 246.79 148 | 15.37 150 | 148.06 148 | 50.77 147 | 143.13 144 | 23.35 146 | 62.65 147 | 93.26 146 | 68.71 163 | 51.38 161 |
|
| dp | | | 87.20 132 | 113.80 136 | 7.42 119 | 10.50 138 | 8.88 127 | 298.82 153 | 2.70 120 | 510.35 170 | 7.79 125 | 172.93 146 | 3.37 115 | 9.16 126 | 14.00 137 | 3.71 115 | 4.23 115 |
|
| CANet | | | 110.62 135 | 124.04 137 | 70.34 142 | 82.03 151 | 74.27 154 | 325.54 154 | 25.25 152 | 207.16 150 | 69.28 152 | 194.38 147 | 27.53 148 | 95.79 156 | 147.76 150 | 37.43 145 | 40.97 155 |
|
| CANet_DTU | | | 110.62 135 | 124.04 137 | 70.34 142 | 82.03 151 | 74.27 154 | 325.54 154 | 25.25 152 | 207.16 150 | 69.28 152 | 194.38 147 | 27.53 148 | 95.79 156 | 147.76 150 | 37.43 145 | 40.97 155 |
|
| UGNet | | | 110.62 135 | 124.04 137 | 70.34 142 | 82.03 151 | 74.27 154 | 325.54 154 | 25.25 152 | 207.16 150 | 69.28 152 | 194.38 147 | 27.53 148 | 95.79 156 | 147.76 150 | 37.43 145 | 40.97 155 |
| 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 |
| FMVSNet5 | | | 124.76 139 | 140.93 141 | 76.26 147 | 107.44 157 | 100.17 161 | 329.88 157 | 27.12 158 | 259.44 159 | 74.30 155 | 204.34 150 | 30.74 151 | 92.41 149 | 196.98 153 | 38.15 148 | 36.19 142 |
|
| test1 | | | 124.76 139 | 140.93 141 | 76.26 147 | 107.44 157 | 100.17 161 | 329.88 157 | 27.12 158 | 259.44 159 | 74.30 155 | 204.34 150 | 30.74 151 | 92.41 149 | 196.98 153 | 38.15 148 | 36.19 142 |
|
| FMVSNet3 | | | 124.76 139 | 140.93 141 | 76.26 147 | 107.44 157 | 100.17 161 | 329.88 157 | 27.12 158 | 259.44 159 | 74.30 155 | 204.34 150 | 30.74 151 | 92.41 149 | 196.98 153 | 38.15 148 | 36.19 142 |
|
| FMVSNet2 | | | 124.76 139 | 140.93 141 | 76.26 147 | 107.44 157 | 100.17 161 | 329.88 157 | 27.12 158 | 259.44 159 | 74.30 155 | 204.34 150 | 30.74 151 | 92.41 149 | 196.98 153 | 38.15 148 | 36.19 142 |
|
| FMVSNet1 | | | 124.76 139 | 140.93 141 | 76.26 147 | 107.44 157 | 100.17 161 | 329.88 157 | 27.12 158 | 259.44 159 | 74.30 155 | 204.34 150 | 30.74 151 | 92.41 149 | 196.98 153 | 38.15 148 | 36.19 142 |
|
| MIMVSNet1 | | | 124.76 139 | 140.93 141 | 76.26 147 | 107.44 157 | 100.17 161 | 329.88 157 | 27.12 158 | 259.44 159 | 74.30 155 | 204.34 150 | 30.74 151 | 92.41 149 | 196.98 153 | 38.15 148 | 36.19 142 |
|
| MIMVSNet | | | 124.76 139 | 140.93 141 | 76.26 147 | 107.44 157 | 100.17 161 | 329.88 157 | 27.12 158 | 259.44 159 | 74.30 155 | 204.34 150 | 30.74 151 | 92.41 149 | 196.98 153 | 38.15 148 | 36.19 142 |
|
| MTAPA | | | 833442.10 275 | 1111233.77 281 | 67.09 141 | 65.59 148 | 64.81 151 | 284.50 150 | 10000000.00 313 | 219.97 153 | 59.62 149 | 229.89 157 | 12.72 142 | 103.00 162 | 203.67 163 | 27.93 142 | 33.46 141 |
|
| PVSNet_Blended_VisFu | | | 136.90 147 | 155.40 149 | 81.40 154 | 111.00 164 | 96.20 158 | 407.00 164 | 25.90 155 | 251.60 156 | 85.10 162 | 240.50 158 | 37.00 158 | 99.90 159 | 199.80 160 | 40.70 159 | 48.10 158 |
|
| PVSNet_BlendedMVS | | | 136.90 147 | 155.40 149 | 81.40 154 | 111.00 164 | 96.20 158 | 407.00 164 | 25.90 155 | 251.60 156 | 85.10 162 | 240.50 158 | 37.00 158 | 99.90 159 | 199.80 160 | 40.70 159 | 48.10 158 |
|
| PVSNet_Blended | | | 136.90 147 | 155.40 149 | 81.40 154 | 111.00 164 | 96.20 158 | 407.00 164 | 25.90 155 | 251.60 156 | 85.10 162 | 240.50 158 | 37.00 158 | 99.90 159 | 199.80 160 | 40.70 159 | 48.10 158 |
|
| DSMNet-mixed | | | 131.33 146 | 143.00 148 | 96.33 157 | 99.00 156 | 81.00 157 | 201.00 147 | 45.00 171 | 335.00 166 | 99.00 165 | 251.00 161 | 38.00 161 | 110.00 163 | 120.00 149 | 99.00 168 | 98.00 165 |
|
| MP-MVS-pluss | | | 833433.63 274 | 1111219.60 280 | 75.70 145 | 74.28 149 | 73.29 152 | 284.50 150 | 11.35 145 | 238.58 154 | 65.86 150 | 255.35 162 | 14.55 143 | 115.69 164 | 10000000.00 307 | 31.94 143 | 38.12 149 |
| MP-MVS-pluss: MP-MVS-pluss. MP-MVS-pluss |
| ACMMP_NAP | | | 118.81 138 | 133.18 140 | 75.70 145 | 74.28 149 | 73.29 152 | 284.50 150 | 11.35 145 | 238.58 154 | 65.86 150 | 255.35 162 | 14.55 143 | 115.69 164 | 222.18 164 | 31.94 143 | 38.12 149 |
|
| FE-MVS | | | 207.10 150 | 234.26 152 | 125.61 158 | 180.34 167 | 153.23 168 | 635.64 171 | 30.05 165 | 378.38 167 | 127.68 166 | 377.08 164 | 48.95 166 | 154.43 166 | 266.67 165 | 63.56 162 | 69.18 163 |
|
| DP-MVS | | | 264.78 152 | 296.02 154 | 171.04 160 | 191.70 168 | 183.96 169 | 827.10 177 | 78.36 178 | 438.24 168 | 176.64 168 | 435.12 165 | 65.04 169 | 230.52 170 | 334.02 167 | 117.96 174 | 98.64 166 |
|
| FA-MVS(test-final) | | | 261.15 151 | 293.29 153 | 164.72 159 | 236.23 170 | 199.99 172 | 800.05 176 | 42.35 170 | 475.87 169 | 155.47 167 | 470.67 166 | 58.49 167 | 205.24 168 | 319.44 166 | 81.03 165 | 88.93 164 |
|
| GG-mvs-BLEND | | | | | 596.01 206 | 611.29 207 | 600.33 215 | 790.30 173 | 513.12 261 | | 552.71 210 | 567.40 167 | 662.54 265 | 531.67 195 | 503.93 177 | 779.80 243 | 656.02 227 |
|
| gm-plane-assit | | | | | | 611.29 207 | 600.33 215 | | | 579.21 171 | | 567.40 167 | | 531.67 195 | 503.93 177 | | |
|
| gg-mvs-nofinetune | | | 594.69 176 | 605.37 178 | 562.67 203 | 617.29 211 | 500.33 201 | 772.30 172 | 413.12 246 | 579.21 171 | 552.71 210 | 567.40 167 | 662.54 265 | 531.67 195 | 503.93 177 | 779.80 243 | 656.02 227 |
|
| CR-MVSNet | | | 612.36 178 | 617.81 181 | 596.01 206 | 611.29 207 | 600.33 215 | 790.30 173 | 513.12 261 | 579.21 171 | 552.71 210 | 567.40 167 | 662.54 265 | 531.67 195 | 503.93 177 | 779.80 243 | 656.02 227 |
|
| PatchT | | | 856.34 197 | 860.99 190 | 842.38 222 | 1290.90 242 | 880.90 233 | 790.30 173 | 1267.30 293 | 579.21 171 | 923.90 229 | 567.40 167 | 662.54 265 | 990.23 226 | 887.56 203 | 779.80 243 | 656.02 227 |
|
| SSC-MVS | | | 320.23 154 | 364.09 156 | 188.66 161 | 260.78 172 | 193.84 170 | 975.93 183 | 73.11 176 | 596.72 175 | 185.29 169 | 589.02 172 | 74.47 171 | 246.01 171 | 427.42 171 | 94.06 167 | 126.12 169 |
|
| RE-MVS-def | | | | 610.10 179 | | 610.10 205 | 610.10 218 | 610.10 169 | 610.10 270 | 610.10 177 | 610.10 217 | 610.10 173 | 610.10 253 | | 610.10 189 | 610.10 226 | 610.10 224 |
|
| SR-MVS | | | 610.10 177 | 610.10 179 | 610.10 208 | 610.10 205 | 610.10 218 | 610.10 169 | 610.10 270 | 610.10 177 | 610.10 217 | 610.10 173 | 610.10 253 | 610.10 211 | 610.10 189 | 610.10 226 | 610.10 224 |
|
| testing91 | | | 347.05 155 | 389.92 157 | 218.43 164 | 275.92 175 | 241.43 176 | 923.71 180 | 71.70 173 | 667.65 180 | 217.04 173 | 629.00 175 | 113.33 184 | 281.39 174 | 495.50 174 | 115.45 170 | 132.47 171 |
|
| testing11 | | | 348.86 156 | 393.09 158 | 216.15 163 | 275.24 174 | 239.53 175 | 915.55 179 | 72.35 174 | 679.89 181 | 215.75 172 | 633.79 176 | 118.08 185 | 276.62 173 | 509.56 181 | 117.61 173 | 132.30 170 |
|
| WB-MVS | | | 316.44 153 | 357.41 155 | 193.51 162 | 257.06 171 | 213.32 174 | 914.45 178 | 49.03 172 | 600.77 176 | 186.42 170 | 634.00 177 | 75.03 172 | 251.35 172 | 411.39 169 | 88.55 166 | 115.87 168 |
|
| RPSCF | | | 394.81 161 | 445.63 163 | 242.35 167 | 276.55 176 | 253.63 178 | 1207.27 198 | 90.69 186 | 715.56 182 | 241.57 176 | 684.87 178 | 111.96 183 | 320.02 177 | 548.38 185 | 133.81 175 | 153.39 178 |
|
| WB-MVSnew | | | 404.84 162 | 458.00 164 | 245.36 168 | 374.70 185 | 320.27 187 | 1193.74 197 | 72.90 175 | 773.77 189 | 238.30 174 | 688.22 179 | 90.05 175 | 308.59 176 | 532.76 184 | 157.54 182 | 107.21 167 |
|
| EG-PatchMatch MVS | | | 437.03 166 | 493.12 170 | 268.77 174 | 264.80 173 | 260.20 181 | 1491.80 204 | 98.00 191 | 723.20 185 | 238.80 175 | 722.40 180 | 63.10 168 | 382.00 186 | 629.00 191 | 207.00 195 | 164.10 182 |
|
| UWE-MVS | | | 387.98 159 | 438.66 162 | 235.93 165 | 349.32 182 | 257.61 180 | 1081.50 191 | 82.45 182 | 637.74 179 | 257.12 177 | 738.54 181 | 134.25 188 | 308.00 175 | 531.93 183 | 135.11 176 | 142.17 174 |
|
| testing99 | | | 408.82 163 | 462.15 165 | 248.86 170 | 322.45 179 | 269.42 182 | 1118.93 194 | 73.26 177 | 719.36 184 | 262.28 178 | 772.10 182 | 150.98 193 | 327.08 178 | 601.98 188 | 137.99 177 | 150.07 176 |
|
| ADS-MVSNet2 | | | 443.33 167 | 482.84 167 | 324.79 182 | 434.94 195 | 387.73 193 | 1110.57 192 | 87.69 184 | 887.02 194 | 282.92 183 | 779.29 183 | 98.57 180 | 422.76 191 | 502.40 175 | 162.19 186 | 163.87 180 |
|
| ADS-MVSNet | | | 443.33 167 | 482.84 167 | 324.79 182 | 434.94 195 | 387.73 193 | 1110.57 192 | 87.69 184 | 887.02 194 | 282.92 183 | 779.29 183 | 98.57 180 | 422.76 191 | 502.40 175 | 162.19 186 | 163.87 180 |
|
| Syy-MVS | | | 370.76 157 | 415.60 160 | 236.25 166 | 310.54 177 | 210.76 173 | 965.13 181 | 98.58 192 | 746.06 186 | 266.26 179 | 788.85 185 | 91.37 176 | 364.76 182 | 357.17 168 | 116.42 171 | 133.22 172 |
|
| myMVS_eth3d | | | 390.90 160 | 437.44 161 | 251.28 171 | 310.54 177 | 255.86 179 | 965.13 181 | 98.58 192 | 746.06 186 | 266.26 179 | 788.85 185 | 154.95 194 | 364.76 182 | 490.19 173 | 116.42 171 | 133.22 172 |
|
| DP-MVS Recon | | | 516.25 175 | 581.17 176 | 321.48 181 | 361.02 183 | 429.00 197 | 1995.36 210 | 78.48 179 | 796.20 190 | 283.32 185 | 796.02 187 | 96.78 177 | 382.98 187 | 636.72 193 | 186.66 192 | 152.46 177 |
|
| MVP-Stereo | | | 473.58 170 | 533.67 172 | 293.33 176 | 376.00 186 | 318.00 185 | 1461.00 202 | 96.00 188 | 835.00 191 | 290.00 186 | 804.00 188 | 97.00 178 | 383.00 188 | 688.00 198 | 156.00 180 | 179.00 184 |
| Qingsong Yan: MVP-Stereo: A Parallel Multi-View Patchmatch Stereo Method with Dilation Matching for Photogrammetric Application. |
| MS-PatchMatch | | | 473.58 170 | 533.67 172 | 293.33 176 | 376.00 186 | 318.00 185 | 1461.00 202 | 96.00 188 | 835.00 191 | 290.00 186 | 804.00 188 | 97.00 178 | 383.00 188 | 688.00 198 | 156.00 180 | 179.00 184 |
|
| tpmvs | | | 501.65 173 | 567.42 175 | 304.33 179 | 395.39 190 | 356.32 190 | 1512.04 205 | 216.53 225 | 994.15 198 | 350.16 191 | 804.16 190 | 119.38 186 | 380.98 185 | 555.14 186 | 159.87 184 | 175.69 183 |
|
| testing3 | | | 418.10 164 | 469.06 166 | 265.23 173 | 335.69 180 | 290.63 184 | 1240.88 199 | 93.72 187 | 717.99 183 | 215.31 171 | 811.97 191 | 232.41 221 | 358.74 181 | 458.67 172 | 114.88 169 | 146.32 175 |
|
| ETVMVS | | | 443.50 169 | 498.07 171 | 279.78 175 | 378.05 188 | 321.57 188 | 1163.68 196 | 87.12 183 | 897.50 196 | 269.81 181 | 822.83 192 | 141.20 192 | 334.53 180 | 568.21 187 | 154.21 179 | 183.26 186 |
|
| testing222 | | | 430.52 165 | 487.50 169 | 259.56 172 | 379.87 189 | 282.69 183 | 1138.34 195 | 81.30 180 | 880.86 193 | 281.58 182 | 834.27 193 | 135.83 190 | 333.22 179 | 514.90 182 | 140.56 178 | 162.76 179 |
|
| PatchmatchNet |  | | 492.52 172 | 551.22 174 | 316.40 180 | 400.20 191 | 357.90 191 | 1277.10 200 | 115.80 198 | 1034.60 205 | 315.90 188 | 874.00 194 | 155.10 195 | 402.20 190 | 629.50 192 | 158.80 183 | 189.10 187 |
| Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Pablo Speciale, Marc Pollefeys: PatchmatchNet: Learned Multi-View Patchmatch Stereo. |
| DELS-MVS | | | 514.57 174 | 587.73 177 | 295.12 178 | 343.03 181 | 328.09 189 | 1540.48 206 | 116.22 199 | 988.59 197 | 325.44 189 | 906.22 195 | 119.86 187 | 365.72 184 | 788.60 200 | 161.09 185 | 191.55 188 |
| 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 |
| Patchmtry | | | 1090.75 210 | 1198.88 212 | 766.38 221 | 1290.90 242 | 485.90 199 | 2423.98 221 | 1267.30 293 | 1297.17 210 | 923.90 229 | 923.40 196 | 1215.54 286 | 990.23 226 | 667.90 195 | 779.80 243 | 823.02 241 |
|
| CSCG | | | 826.03 195 | 963.29 200 | 414.24 187 | 421.52 193 | 426.11 196 | 2230.35 211 | 179.52 221 | 1827.44 228 | 733.43 227 | 933.12 197 | 281.25 223 | 545.23 199 | 1800.35 235 | 262.64 209 | 271.38 200 |
|
| ambc | | | | | 999.00 223 | 999.00 232 | 999.00 237 | 999.00 184 | 999.00 286 | | 999.00 232 | 999.00 198 | 999.00 278 | 999.00 228 | 999.00 208 | 999.00 262 | 999.00 259 |
|
| OurMVSNet-221017-0 | | | 999.00 203 | 999.00 202 | 999.00 223 | 999.00 232 | 999.00 237 | 999.00 184 | 999.00 286 | 999.00 199 | 999.00 232 | 999.00 198 | 999.00 278 | 999.00 228 | 999.00 208 | 999.00 262 | 999.00 259 |
|
| EPMVS | | | 999.00 203 | 999.00 202 | 999.00 223 | 999.00 232 | 999.00 237 | 999.00 184 | 999.00 286 | 999.00 199 | 999.00 232 | 999.00 198 | 999.00 278 | 999.00 228 | 999.00 208 | 999.00 262 | 999.00 259 |
|
| uanet_test | | | 1000.00 205 | 1000.00 204 | 1000.00 226 | 1000.00 235 | 1000.00 240 | 1000.00 187 | 1000.00 289 | 1000.00 201 | 1000.00 235 | 1000.00 201 | 1000.00 281 | 1000.00 231 | 1000.00 211 | 1000.00 265 | 1000.00 262 |
|
| sosnet | | | 1000.00 205 | 1000.00 204 | 1000.00 226 | 1000.00 235 | 1000.00 240 | 1000.00 187 | 1000.00 289 | 1000.00 201 | 1000.00 235 | 1000.00 201 | 1000.00 281 | 1000.00 231 | 1000.00 211 | 1000.00 265 | 1000.00 262 |
|
| USDC | | | 1000.00 205 | 1000.00 204 | 1000.00 226 | 1000.00 235 | 1000.00 240 | 1000.00 187 | 1000.00 289 | 1000.00 201 | 1000.00 235 | 1000.00 201 | 1000.00 281 | 1000.00 231 | 1000.00 211 | 1000.00 265 | 1000.00 262 |
|
| TinyColmap | | | 1000.00 205 | 1000.00 204 | 1000.00 226 | 1000.00 235 | 1000.00 240 | 1000.00 187 | 1000.00 289 | 1000.00 201 | 1000.00 235 | 1000.00 201 | 1000.00 281 | 1000.00 231 | 1000.00 211 | 1000.00 265 | 1000.00 262 |
|
| JIA-IIPM | | | 804.30 194 | 835.64 187 | 710.26 217 | 885.90 227 | 895.90 235 | 455.98 167 | 668.73 275 | 1297.17 210 | 1002.26 239 | 1001.67 205 | 655.98 263 | 756.98 218 | 667.90 195 | 885.21 255 | 477.90 221 |
|
| RPMNet | | | 787.26 193 | 829.13 186 | 661.63 212 | 885.90 227 | 895.90 235 | 455.98 167 | 610.10 270 | 1297.17 210 | 1002.26 239 | 1001.67 205 | 655.98 263 | 611.10 212 | 667.90 195 | 885.21 255 | 477.90 221 |
|
| IB-MVS | | 872.44 4 | 616.41 180 | 700.96 183 | 362.78 184 | 426.10 194 | 409.25 195 | 1822.69 207 | 124.42 208 | 1186.23 208 | 366.85 193 | 1079.42 207 | 190.60 209 | 451.78 193 | 930.72 205 | 181.59 190 | 227.30 191 |
| 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 |
| Gipuma | | | 689.75 182 | 767.00 185 | 458.00 195 | 613.00 210 | 549.00 213 | 1943.00 209 | 187.00 222 | 1230.00 209 | 518.00 207 | 1092.00 208 | 203.00 215 | 564.00 200 | 892.00 204 | 225.00 205 | 261.00 199 |
| S. Galliani, K. Lasinger, K. Schindler: Massively Parallel Multiview Stereopsis by Surface Normal Diffusion. ICCV 2015 |
| IterMVS | | | 615.05 179 | 691.66 182 | 385.23 186 | 516.40 198 | 454.80 198 | 1863.80 208 | 102.10 195 | 1142.20 207 | 364.10 192 | 1093.20 209 | 135.00 189 | 480.40 194 | 826.90 201 | 181.20 189 | 220.50 190 |
| Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Marc Pollefeys: IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo. |
| ACMH+ | | 729.97 2 | 661.38 181 | 754.00 184 | 383.51 185 | 368.96 184 | 376.38 192 | 2483.74 223 | 82.42 181 | 1089.25 206 | 333.39 190 | 1219.68 210 | 66.53 170 | 573.60 208 | 957.86 206 | 184.14 191 | 200.56 189 |
|
| K. test v3 | | | 877.74 198 | 980.16 201 | 570.46 205 | 1316.85 244 | 813.15 230 | 2565.52 225 | 103.78 196 | 1509.49 223 | 548.33 209 | 1258.90 211 | 219.93 220 | 587.82 210 | 1102.37 225 | 196.30 193 | 310.42 207 |
|
| IterMVS-LS | | | 758.94 183 | 856.56 188 | 466.10 196 | 606.60 203 | 546.80 211 | 2309.90 212 | 122.20 207 | 1402.80 213 | 463.50 197 | 1348.20 212 | 192.60 210 | 574.60 209 | 1028.60 216 | 234.60 207 | 276.90 201 |
| Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Marc Pollefeys: IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo. |
| SixPastTwentyTwo | | | 773.62 185 | 869.37 191 | 486.35 198 | 603.45 202 | 547.15 212 | 2532.14 224 | 106.92 197 | 1434.95 214 | 428.08 195 | 1360.56 213 | 165.15 199 | 628.96 214 | 984.09 207 | 209.01 197 | 282.94 202 |
|
| new-patchmatchnet | | | 766.12 184 | 859.03 189 | 487.38 199 | 595.68 200 | 536.14 203 | 2346.27 213 | 142.51 213 | 1488.08 215 | 422.43 194 | 1361.32 214 | 163.65 198 | 628.60 213 | 1003.74 215 | 207.61 196 | 297.41 205 |
|
| mvs_anonymous | | | 774.90 186 | 882.28 192 | 452.77 188 | 636.50 212 | 537.20 204 | 2348.80 214 | 120.30 200 | 1504.30 216 | 474.40 198 | 1371.10 215 | 186.90 201 | 564.70 201 | 1078.90 218 | 219.30 198 | 256.40 192 |
|
| casdiffmvs | | | 774.90 186 | 882.28 192 | 452.77 188 | 636.50 212 | 537.20 204 | 2348.80 214 | 120.30 200 | 1504.30 216 | 474.40 198 | 1371.10 215 | 186.90 201 | 564.70 201 | 1078.90 218 | 219.30 198 | 256.40 192 |
| Fangjinhua Wang, Qingshan Xu, Yew-Soon Ong, Marc Pollefeys: Lightweight and Accurate Multi-View Stereo With Confidence-Aware Diffusion Model. IEEE T-PAMI 2025 |
| diffmvs | | | 774.90 186 | 882.28 192 | 452.77 188 | 636.50 212 | 537.20 204 | 2348.80 214 | 120.30 200 | 1504.30 216 | 474.40 198 | 1371.10 215 | 186.90 201 | 564.70 201 | 1078.90 218 | 219.30 198 | 256.40 192 |
| Fangjinhua Wang, Qingshan Xu, Yew-Soon Ong, Marc Pollefeys: Lightweight and Accurate Multi-View Stereo With Confidence-Aware Diffusion Model. IEEE T-PAMI 2025 |
| baseline2 | | | 774.90 186 | 882.28 192 | 452.77 188 | 636.50 212 | 537.20 204 | 2348.80 214 | 120.30 200 | 1504.30 216 | 474.40 198 | 1371.10 215 | 186.90 201 | 564.70 201 | 1078.90 218 | 219.30 198 | 256.40 192 |
|
| baseline1 | | | 774.90 186 | 882.28 192 | 452.77 188 | 636.50 212 | 537.20 204 | 2348.80 214 | 120.30 200 | 1504.30 216 | 474.40 198 | 1371.10 215 | 186.90 201 | 564.70 201 | 1078.90 218 | 219.30 198 | 256.40 192 |
|
| casdiffmvs_mvg | | | 774.90 186 | 882.28 192 | 452.77 188 | 636.50 212 | 537.20 204 | 2348.80 214 | 120.30 200 | 1504.30 216 | 474.40 198 | 1371.10 215 | 186.90 201 | 564.70 201 | 1078.90 218 | 219.30 198 | 256.40 192 |
| Fangjinhua Wang, Qingshan Xu, Yew-Soon Ong, Marc Pollefeys: Lightweight and Accurate Multi-View Stereo With Confidence-Aware Diffusion Model. IEEE T-PAMI 2025 |
| baseline | | | 774.90 186 | 882.28 192 | 452.77 188 | 636.50 212 | 537.20 204 | 2348.80 214 | 120.30 200 | 1504.30 216 | 474.40 198 | 1371.10 215 | 186.90 201 | 564.70 201 | 1078.90 218 | 219.30 198 | 256.40 192 |
|
| PVSNet | | 1207.94 6 | 829.56 196 | 937.18 199 | 506.69 200 | 645.55 219 | 585.72 214 | 2477.98 222 | 130.52 209 | 1578.29 224 | 509.50 206 | 1460.01 222 | 194.90 211 | 637.19 215 | 1170.78 226 | 267.07 211 | 297.17 204 |
|
| lessismore_v0 | | | | | 569.20 204 | 667.25 221 | 644.68 221 | | 96.45 190 | | 428.86 196 | 1514.17 223 | 204.21 216 | 756.58 217 | 1061.60 217 | 197.79 194 | 306.34 206 |
|
| MVSTER | | | 890.06 199 | 1005.91 208 | 542.52 201 | 736.13 224 | 653.90 222 | 2616.56 226 | 145.22 215 | 1692.10 227 | 555.69 213 | 1554.72 224 | 266.25 222 | 660.02 216 | 1219.66 227 | 266.84 210 | 313.64 208 |
|
| PVSNet_0 | | 1661.03 9 | 968.54 202 | 1066.82 210 | 673.70 215 | 706.94 222 | 695.69 223 | 2669.02 227 | 153.52 217 | 2108.17 233 | 605.54 215 | 1679.14 225 | 213.26 219 | 886.75 223 | 1236.76 228 | 229.01 206 | 438.67 220 |
|
| PMVS | | 863.65 3 | 957.08 200 | 1054.11 209 | 666.00 214 | 401.00 192 | 495.00 200 | 3790.00 231 | 279.00 227 | 1607.00 226 | 521.00 208 | 1745.00 226 | 90.00 173 | 1105.00 237 | 639.00 194 | 415.00 222 | 398.00 219 |
| Y. Furukawa, J. Ponce: Accurate, dense, and robust multiview stereopsis. PAMI (2010) |
| ZD-MVS | | | | | | 1584.00 247 | 1821.00 270 | | 378.00 239 | 3721.00 245 | 1231.00 246 | 1833.00 227 | 321.00 229 | 1224.00 239 | 2103.00 240 | 692.00 236 | |
|
| ACMH | | 993.80 5 | 967.92 201 | 1106.11 211 | 553.33 202 | 494.00 197 | 534.00 202 | 3581.00 229 | 136.00 210 | 1585.00 225 | 478.00 205 | 1871.00 228 | 90.00 173 | 839.00 220 | 1460.00 229 | 260.00 208 | 287.00 203 |
| Qingshan Xu and Wenbing Tao: Multi-Scale Geometric Consistency Guided Multi-View Stereo. CVPR 2019 |
| test_0402 | | | 1110.00 211 | 1260.00 214 | 660.00 211 | 900.00 230 | 780.00 229 | 3300.00 228 | 210.00 224 | 2040.00 232 | 690.00 222 | 1950.00 229 | 300.00 226 | 810.00 219 | 1620.00 232 | 330.00 218 | 390.00 218 |
|
| ACMP | | 1246.57 7 | 1086.24 209 | 1235.17 213 | 639.45 209 | 596.53 201 | 639.91 220 | 3904.24 232 | 152.04 216 | 1851.54 229 | 566.58 214 | 1997.95 230 | 138.50 191 | 938.30 224 | 1605.46 231 | 303.70 217 | 340.14 210 |
| Qingshan Xu and Wenbing Tao: Planar Prior Assisted PatchMatch Multi-View Stereo. AAAI 2020 |
| MVS_111021_LR | | | 1136.45 212 | 1298.72 215 | 649.64 210 | 756.17 225 | 726.26 226 | 3785.94 230 | 138.15 212 | 2190.64 234 | 629.63 220 | 2064.39 231 | 165.45 200 | 874.83 222 | 1678.43 234 | 279.70 212 | 347.82 213 |
|
| ACMM | | 1311.08 8 | 1165.06 213 | 1332.72 216 | 662.07 213 | 584.90 199 | 715.99 225 | 4373.59 236 | 153.99 218 | 1880.27 230 | 709.02 224 | 2316.97 232 | 188.63 208 | 939.89 225 | 1484.30 230 | 302.78 216 | 330.34 209 |
| Qingshan Xu and Wenbing Tao: Multi-Scale Geometric Consistency Guided Multi-View Stereo. CVPR 2019 |
| DeepC-MVS_fast | | 2190.19 12 | 1535.59 219 | 1886.82 223 | 481.89 197 | 847.73 226 | 830.16 231 | 7943.84 256 | 189.23 223 | 2398.83 236 | 691.73 223 | 2341.13 233 | 209.16 217 | 230.25 169 | 1999.25 239 | 360.46 219 | 385.25 217 |
| Andreas Kuhn, Christian Sormann, Mattia Rossi, Oliver Erdler, Friedrich Fraundorfer: DeepC-MVS: Deep Confidence Prediction for Multi-View Stereo Reconstruction. 3DV 2020 |
| ACMMPR | | | 1296.60 216 | 1480.82 219 | 743.96 220 | 899.25 229 | 763.47 228 | 4305.47 235 | 143.90 214 | 2530.94 238 | 683.99 221 | 2346.34 234 | 201.65 214 | 1098.25 236 | 1920.59 237 | 295.21 213 | 370.16 214 |
|
| MSLP-MVS++ | | | 1242.93 214 | 1411.08 217 | 738.48 219 | 712.71 223 | 712.68 224 | 4168.17 234 | 136.50 211 | 2276.40 235 | 613.28 219 | 2368.60 235 | 161.61 197 | 1130.38 238 | 1964.54 238 | 297.88 214 | 372.39 215 |
|
| TSAR-MVS + GP. | | | 1386.84 217 | 1622.84 221 | 678.81 216 | 952.13 231 | 840.17 232 | 5358.21 240 | 170.75 220 | 2650.47 239 | 713.54 225 | 2394.28 236 | 209.42 218 | 855.56 221 | 1854.36 236 | 302.42 215 | 340.71 211 |
|
| FPMVS | | | 1407.00 218 | 1495.59 220 | 1141.23 231 | 648.01 220 | 893.85 234 | 4124.00 233 | 503.81 260 | 3219.04 241 | 742.72 228 | 2498.84 237 | 157.98 196 | 1727.83 244 | 832.93 202 | 732.98 242 | 802.00 236 |
|
| MG-MVS | | | 1256.50 215 | 1432.00 218 | 730.00 218 | 610.00 204 | 760.00 227 | 4720.00 237 | 169.00 219 | 1920.00 231 | 723.00 226 | 2510.00 238 | 201.00 213 | 1050.00 235 | 1645.00 233 | 390.00 221 | 380.00 216 |
|
| COLMAP_ROB | | 2144.59 11 | 1658.33 220 | 1869.33 222 | 1025.33 230 | 1030.00 239 | 1023.00 244 | 5311.00 239 | 359.00 236 | 3044.00 240 | 937.00 231 | 2892.00 239 | 332.00 230 | 1440.00 241 | 2312.00 241 | 607.00 225 | 613.00 226 |
| Johannes L. Schönberger, Enliang Zheng, Marc Pollefeys, Jan-Michael Frahm: Pixelwise View Selection for Unstructured Multi-View Stereo. ECCV 2016 |
| F-COLMAP | | | 1878.17 221 | 2113.11 224 | 1173.33 234 | 1231.00 240 | 1174.00 245 | 6297.00 242 | 392.00 241 | 3356.00 243 | 1087.00 241 | 3082.00 240 | 361.00 234 | 1670.00 243 | 2523.00 243 | 689.00 232 | 676.00 231 |
|
| MVS-HIRNet | | | 2125.39 224 | 2452.68 227 | 1143.53 232 | 2938.33 287 | 1446.92 249 | 6083.19 241 | 391.74 240 | 3801.71 246 | 1202.10 245 | 3439.72 241 | 492.73 244 | 1304.35 240 | 3048.25 248 | 676.32 231 | 679.32 232 |
|
| CMPMVS |  | 2623.62 15 | 1983.08 223 | 2156.14 225 | 1463.89 244 | 1414.80 246 | 1517.00 250 | 5239.20 238 | 867.40 280 | 3310.30 242 | 1128.70 243 | 3489.90 242 | 366.75 235 | 2030.20 255 | 2427.60 242 | 1160.60 274 | 844.46 244 |
| M. Jancosek, T. Pajdla: Multi-View Reconstruction Preserving Weakly-Supported Surfaces. CVPR 2011 |
| OpenMVS_ROB | | 1936.51 10 | 1959.51 222 | 2224.88 226 | 1163.39 233 | 1253.91 241 | 1434.22 248 | 7065.71 246 | 272.76 226 | 2472.29 237 | 1647.54 271 | 3538.72 243 | 200.37 212 | 1496.48 242 | 2575.17 244 | 997.45 261 | 559.48 223 |
|
| OpenMVS | | 2352.88 13 | 2263.08 226 | 2530.89 229 | 1459.67 243 | 1767.00 257 | 1591.00 253 | 7932.00 255 | 399.00 242 | 3643.00 244 | 1176.00 244 | 3569.00 244 | 297.00 225 | 1927.00 251 | 3302.00 249 | 693.00 237 | 861.00 245 |
|
| ITE_SJBPF | | | | | 2014.00 260 | 1998.00 261 | 1992.00 274 | | 701.00 276 | 5989.00 264 | 1812.00 275 | 3612.00 245 | 650.00 259 | 2852.00 272 | 4601.00 266 | 1195.00 275 | 1198.00 272 |
|
| PLC | | 2858.82 16 | 2192.92 225 | 2474.00 228 | 1349.67 236 | 1407.00 245 | 1356.00 247 | 7164.00 247 | 475.00 253 | 3970.00 247 | 1237.00 248 | 3765.00 246 | 451.00 241 | 1891.00 249 | 3006.00 247 | 791.00 248 | 802.00 236 |
| Jie Liao, Yanping Fu, Qingan Yan, Chunxia xiao: Pyramid Multi-View Stereo with Local Consistency. Pacific Graphics 2019 |
| PCF-MVS | | 4335.85 20 | 2272.23 227 | 2597.03 230 | 1297.84 235 | 1701.20 249 | 1332.37 246 | 8105.11 257 | 451.45 249 | 4031.84 248 | 1099.10 242 | 3966.50 247 | 467.45 242 | 1734.05 245 | 2701.68 246 | 848.94 252 | 827.11 242 |
| Andreas Kuhn, Shan Lin, Oliver Erdler: Plane Completion and Filtering for Multi-View Stereo Reconstruction. GCPR 2019 |
| 3Dnovator | | 2482.06 14 | 2531.17 231 | 2839.56 234 | 1606.00 245 | 1732.00 253 | 1557.00 252 | 8375.00 259 | 483.00 254 | 4370.00 253 | 1371.00 254 | 4200.00 248 | 350.00 232 | 2207.00 256 | 3877.00 256 | 798.00 249 | 1054.00 266 |
|
| CHOSEN 280x420 | | | 2340.81 228 | 2643.03 231 | 1434.14 237 | 2025.55 266 | 1629.36 257 | 6542.40 243 | 412.49 243 | 4219.70 250 | 1547.02 259 | 4328.52 249 | 650.74 260 | 1798.26 246 | 3333.17 250 | 727.72 239 | 874.79 246 |
|
| CHOSEN 1792x2688 | | | 2340.81 228 | 2643.03 231 | 1434.14 237 | 2025.55 266 | 1629.36 257 | 6542.40 243 | 412.49 243 | 4219.70 250 | 1547.02 259 | 4328.52 249 | 650.74 260 | 1798.26 246 | 3333.17 250 | 727.72 239 | 874.79 246 |
|
| HyFIR lowres test | | | 2340.81 228 | 2643.03 231 | 1434.14 237 | 2025.55 266 | 1629.36 257 | 6542.40 243 | 412.49 243 | 4219.70 250 | 1547.02 259 | 4328.52 249 | 650.74 260 | 1798.26 246 | 3333.17 250 | 727.72 239 | 874.79 246 |
|
| tpmrst | | | 2557.50 232 | 2847.12 235 | 1688.66 248 | 1784.08 258 | 1778.25 267 | 7445.50 253 | 342.14 233 | 4471.54 254 | 1534.55 258 | 4382.10 252 | 530.10 248 | 2361.21 259 | 4142.81 260 | 991.22 260 | 926.51 251 |
|
| DeepPCF-MVS | | 3452.42 18 | 2670.71 235 | 3021.57 237 | 1618.12 246 | 2377.67 273 | 1751.39 266 | 8915.70 262 | 567.44 268 | 4569.74 255 | 1236.84 247 | 4615.63 253 | 513.23 245 | 2291.32 257 | 3515.48 253 | 882.39 254 | 811.66 238 |
|
| AdaColmap | | | 2570.77 233 | 2948.61 236 | 1437.24 240 | 1873.64 259 | 1526.60 251 | 7819.77 254 | 373.97 237 | 4970.45 257 | 1479.29 256 | 4648.46 254 | 525.80 247 | 1904.97 250 | 4150.42 261 | 695.69 238 | 880.14 249 |
|
| EGC-MVSNET | | | 2819.75 237 | 3096.89 240 | 1988.33 258 | 3105.00 288 | 2241.00 278 | 9480.00 267 | 640.00 274 | 4209.00 249 | 1583.00 264 | 4740.00 255 | 547.00 250 | 2797.00 271 | 2644.00 245 | 924.00 258 | 927.00 252 |
|
| LF4IMVS | | | 2699.50 236 | 3049.67 238 | 1649.00 247 | 1755.00 254 | 1689.00 261 | 8330.00 258 | 464.00 251 | 4997.00 258 | 1528.00 257 | 4763.00 256 | 568.00 251 | 2296.00 258 | 4215.00 262 | 827.00 251 | 962.00 256 |
|
| test_0728_THIRD | | | | | | | | | | 5016.02 259 | 1363.85 251 | 4894.28 257 | 387.23 236 | 2023.43 252 | 3973.88 257 | 620.04 228 | 732.56 233 |
|
| test0726 | | | | | | 1725.60 250 | 1598.35 254 | 9203.30 263 | 315.86 230 | 5016.02 259 | 1363.85 251 | 4894.28 257 | 387.23 236 | | | | |
|
| SD-MVS | | | 2654.53 234 | 3055.56 239 | 1451.45 241 | 1725.60 250 | 1598.35 254 | 9203.30 263 | 315.86 230 | 5016.02 259 | 1363.85 251 | 4894.28 257 | 387.23 236 | 2023.43 252 | 3973.88 257 | 620.04 228 | 732.56 233 |
| 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 |
| Vis-MVSNet | | | 2877.42 238 | 3170.00 241 | 1999.67 259 | 1673.00 248 | 2042.00 276 | 8593.00 260 | 474.00 252 | 6452.00 272 | 1268.00 249 | 5125.00 260 | 339.00 231 | 3004.00 273 | 4222.00 263 | 384.00 220 | 953.00 255 |
| Jingyang Zhang, Yao Yao, Shiwei Li, Zixin Luo, Tian Fang: Visibility-aware Multiview Stereo Network. BMVC 2020 |
| SteuartSystems-ACMMP | | | 2891.50 239 | 3284.78 242 | 1711.67 249 | 1954.00 260 | 1655.00 260 | 10117.00 276 | 445.00 248 | 5102.00 262 | 1375.00 255 | 5126.00 261 | 351.00 233 | 2638.00 269 | 4402.00 264 | 691.00 235 | 842.00 243 |
| Skip Steuart: Steuart Systems R&D Blog. |
| 3Dnovator+ | | 3414.41 17 | 3146.67 240 | 3537.00 243 | 1975.67 256 | 2310.00 271 | 2005.00 275 | 10100.00 275 | 626.00 273 | 5753.00 263 | 1803.00 274 | 5179.00 262 | 487.00 243 | 2622.00 267 | 4550.00 265 | 1025.00 269 | 1300.00 273 |
|
| DPM-MVS | | | 3268.00 242 | 3762.89 245 | 1783.33 252 | 1756.00 255 | 1806.00 268 | 12319.00 279 | 307.00 228 | 6319.00 270 | 1557.00 262 | 5763.00 263 | 302.00 227 | 2609.00 265 | 5061.00 268 | 482.00 223 | 935.00 253 |
|
| OPM-MVS | | | 3268.00 242 | 3762.89 245 | 1783.33 252 | 1756.00 255 | 1806.00 268 | 12319.00 279 | 307.00 228 | 6319.00 270 | 1557.00 262 | 5763.00 263 | 302.00 227 | 2609.00 265 | 5061.00 268 | 482.00 223 | 935.00 253 |
| Ray L. Khuboni, Hongjun Xu: Octagram Propagation Matching for Multi-Scale View Stereopsis (OPM-MVS). |
| MVS_111021_HR | | | 3742.80 250 | 4330.34 253 | 1980.20 257 | 2484.31 275 | 2259.52 279 | 14973.80 286 | 515.90 267 | 6500.13 273 | 1949.21 276 | 6146.89 265 | 535.66 249 | 2593.66 264 | 4880.76 267 | 986.37 259 | 1087.43 267 |
|
| TSAR-MVS + MP. | | | 3528.01 245 | 4065.89 252 | 1914.35 255 | 2349.10 272 | 2141.30 277 | 12362.70 281 | 417.60 247 | 6717.80 276 | 1759.40 273 | 6497.50 266 | 518.18 246 | 2629.38 268 | 5164.32 270 | 806.40 250 | 972.38 258 |
| Zhenlong Yuan, Jiakai Cao, Zhaoqi Wang, Zhaoxin Li: TSAR-MVS: Textureless-aware Segmentation and Correlative Refinement Guided Multi-View Stereo. Pattern Recognition |
| MAR-MVS | | | 3973.16 251 | 4387.92 254 | 2728.86 272 | 3345.27 289 | 3341.39 293 | 11403.90 278 | 798.76 278 | 6555.62 275 | 2569.29 286 | 6514.86 267 | 834.97 272 | 3237.43 282 | 5891.08 273 | 1577.54 281 | 1607.76 274 |
| 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 |
| TAPA-MVS | | 6309.84 21 | 3374.90 244 | 3806.99 247 | 2078.63 261 | 2535.47 277 | 2499.25 286 | 8816.16 261 | 456.05 250 | 6255.60 269 | 1664.52 272 | 6704.88 268 | 629.95 258 | 2768.38 270 | 6343.93 282 | 856.35 253 | 968.25 257 |
| Andrea Romanoni, Matteo Matteucci: TAPA-MVS: Textureless-Aware PAtchMatch Multi-View Stereo. ICCV 2019 |
| OPU-MVS | | | | | 2451.45 270 | 2725.60 283 | 2598.35 287 | 9203.30 263 | | | | 6894.28 269 | 887.23 273 | 3023.43 274 | 5973.88 274 | 1620.04 282 | 1732.56 278 |
|
| test_241102_TWO | | | | | | | | | 515.86 263 | 7016.02 277 | 2363.85 281 | 6894.28 269 | 887.23 273 | 3023.43 274 | 5973.88 274 | 1620.04 282 | 1732.56 278 |
|
| test_241102_ONE | | | | | | 2725.60 283 | 2598.35 287 | | 515.86 263 | 7016.02 277 | 2363.85 281 | 6894.28 269 | 887.23 273 | 3023.43 274 | | | |
|
| MSP-MVS | | | 4296.20 256 | 4911.12 260 | 2451.45 270 | 2725.60 283 | 2598.35 287 | 16203.30 287 | 515.86 263 | 7016.02 277 | 2363.85 281 | 6894.28 269 | 887.23 273 | 3023.43 274 | 5973.88 274 | 1620.04 282 | 1732.56 278 |
| 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 |
| GST-MVS | | | 4000.00 254 | 4533.33 255 | 2400.00 265 | 2400.00 274 | 2400.00 280 | 7200.00 248 | 2400.00 297 | 7200.00 283 | 2400.00 285 | 7200.00 273 | 2400.00 291 | 2400.00 260 | 7200.00 284 | 2400.00 288 | 2400.00 287 |
|
| API-MVS | | | 4380.83 257 | 4906.56 259 | 2803.67 273 | 3844.00 290 | 3116.00 292 | 13454.00 282 | 901.00 285 | 6511.00 274 | 2794.00 287 | 7365.00 274 | 754.00 269 | 3634.00 283 | 6622.00 283 | 1914.00 287 | 1661.00 277 |
|
| PC_three_1452 | | | | | | | | | | 7619.38 284 | 2107.24 277 | 7416.93 275 | 610.24 255 | 3088.29 278 | 6075.14 278 | 1078.39 270 | 1159.26 268 |
|
| test_one_0601 | | | | | | 2643.17 278 | 2465.14 281 | | 493.26 255 | 7619.38 284 | 2107.24 277 | 7416.93 275 | 610.24 255 | | | | |
|
| SED-MVS | | | 4062.74 255 | 4671.13 256 | 2237.56 262 | 2643.17 278 | 2465.14 281 | 13996.40 283 | 493.26 255 | 7619.38 284 | 2107.24 277 | 7416.93 275 | 610.24 255 | 3088.29 278 | 6075.14 278 | 1078.39 270 | 1159.26 268 |
|
| DeepC-MVS | | 3917.13 19 | 3155.06 241 | 3601.83 244 | 1814.72 254 | 2515.52 276 | 1941.53 271 | 10432.50 277 | 589.42 269 | 4789.45 256 | 1298.65 250 | 7677.31 278 | 578.35 252 | 2589.53 263 | 3611.78 255 | 923.52 257 | 913.10 250 |
| Andreas Kuhn, Christian Sormann, Mattia Rossi, Oliver Erdler, Friedrich Fraundorfer: DeepC-MVS: Deep Confidence Prediction for Multi-View Stereo Reconstruction. 3DV 2020 |
| DVP-MVS++ | | | 3981.10 252 | 4731.32 257 | 1730.42 250 | 2191.51 269 | 1949.98 272 | 16473.90 288 | 355.33 234 | 7172.90 281 | 1622.98 269 | 7879.79 279 | 434.33 239 | 2428.11 261 | 5762.12 271 | 689.04 233 | 813.18 239 |
|
| DVP-MVS | | | 3981.10 252 | 4731.32 257 | 1730.42 250 | 2191.51 269 | 1949.98 272 | 16473.90 288 | 355.33 234 | 7172.90 281 | 1622.98 269 | 7879.79 279 | 434.33 239 | 2428.11 261 | 5762.12 271 | 689.04 233 | 813.18 239 |
| 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 |
| tpm2 | | | 3617.85 246 | 4007.23 248 | 2449.73 266 | 2012.71 262 | 1698.05 262 | 7351.19 249 | 869.29 281 | 6132.06 265 | 1588.28 265 | 8007.42 281 | 1281.09 287 | 3888.11 285 | 7472.04 286 | 1351.00 276 | 1763.02 282 |
|
| tpm cat1 | | | 3617.85 246 | 4007.23 248 | 2449.73 266 | 2012.71 262 | 1698.05 262 | 7351.19 249 | 869.29 281 | 6132.06 265 | 1588.28 265 | 8007.42 281 | 1281.09 287 | 3888.11 285 | 7472.04 286 | 1351.00 276 | 1763.02 282 |
|
| CostFormer | | | 3617.85 246 | 4007.23 248 | 2449.73 266 | 2012.71 262 | 1698.05 262 | 7351.19 249 | 869.29 281 | 6132.06 265 | 1588.28 265 | 8007.42 281 | 1281.09 287 | 3888.11 285 | 7472.04 286 | 1351.00 276 | 1763.02 282 |
|
| tpm | | | 3617.85 246 | 4007.23 248 | 2449.73 266 | 2012.71 262 | 1698.05 262 | 7351.19 249 | 869.29 281 | 6132.06 265 | 1588.28 265 | 8007.42 281 | 1281.09 287 | 3888.11 285 | 7472.04 286 | 1351.00 276 | 1763.02 282 |
|
| OMC-MVS | | | 5022.26 258 | 5748.82 261 | 2842.58 274 | 4905.27 292 | 3101.27 291 | 14933.60 285 | 812.24 279 | 9278.40 288 | 2959.29 288 | 8800.17 285 | 1092.24 285 | 3806.30 284 | 7568.54 290 | 1389.60 280 | 1620.18 276 |
|
| ZNCC-MVS | | | 9999.00 261 | 9999.00 264 | 9999.00 278 | 9999.00 296 | 9999.00 298 | 9999.00 268 | 9999.00 301 | 9999.00 289 | 9999.00 293 | 9999.00 286 | 9999.00 294 | 9999.00 291 | 9999.00 291 | 9999.00 292 | 9999.00 290 |
|
| patch_mono-2 | | | 10000.00 262 | 10000.00 265 | 10000.00 279 | 10000.00 297 | 10000.00 299 | 10000.00 269 | 10000.00 302 | 10000.00 290 | 10000.00 294 | 10000.00 287 | 10000.00 295 | 10000.00 292 | 10000.00 292 | 10000.00 293 | 10000.00 291 |
|
| dcpmvs_2 | | | 10000.00 262 | 10000.00 265 | 10000.00 279 | 10000.00 297 | 10000.00 299 | 10000.00 269 | 10000.00 302 | 10000.00 290 | 10000.00 294 | 10000.00 287 | 10000.00 295 | 10000.00 292 | 10000.00 292 | 10000.00 293 | 10000.00 291 |
|
| DCPMVS | | | 10000.00 262 | 10000.00 265 | 10000.00 279 | 10000.00 297 | 10000.00 299 | 10000.00 269 | 10000.00 302 | 10000.00 290 | 10000.00 294 | 10000.00 287 | 10000.00 295 | 10000.00 292 | 10000.00 292 | 10000.00 293 | 10000.00 291 |
|
| UA-Net | | | 10000.00 262 | 10000.00 265 | 10000.00 279 | 10000.00 297 | 10000.00 299 | 10000.00 269 | 10000.00 302 | 10000.00 290 | 10000.00 294 | 10000.00 287 | 10000.00 295 | 10000.00 292 | 10000.00 292 | 10000.00 293 | 10000.00 291 |
|
| uncertanet | | | 10000.00 262 | 10000.00 265 | 10000.00 279 | 10000.00 297 | 10000.00 299 | 10000.00 269 | 10000.00 302 | 10000.00 290 | 10000.00 294 | 10000.00 287 | 10000.00 295 | 10000.00 292 | 10000.00 292 | 10000.00 293 | 10000.00 291 |
|
| uanet | | | 10000.00 262 | 10000.00 265 | 10000.00 279 | 10000.00 297 | 10000.00 299 | 10000.00 269 | 10000.00 302 | 10000.00 290 | 10000.00 294 | 10000.00 287 | 10000.00 295 | 10000.00 292 | 10000.00 292 | 10000.00 293 | 10000.00 291 |
|
| CLD-MVS | | | 7338.25 259 | 8341.00 262 | 4330.00 275 | 4902.00 291 | 4991.00 294 | 23318.00 291 | 728.00 277 | 14437.00 298 | 4378.00 290 | 13379.00 293 | 824.00 271 | 5708.00 289 | 11429.00 299 | 1674.00 286 | 2291.00 286 |
| Zhaoxin Li, Wangmeng Zuo, Zhaoqi Wang, Lei Zhang: Confidence-based Large-scale Dense Multi-view Stereo. IEEE Transaction on Image Processing, 2020 |
| LS3D | | | 7684.71 260 | 8776.23 263 | 4410.16 276 | 5298.55 293 | 5631.53 295 | 34329.90 293 | 1504.57 295 | 11554.00 297 | 3896.41 289 | 15111.00 294 | 812.19 270 | 5985.63 290 | 3516.20 254 | 2963.23 289 | 1613.31 275 |
|
| MVE | | 10021.00 22 | 10550.67 268 | 10002.44 271 | 12195.33 285 | 6242.00 294 | 8768.00 297 | 30896.00 292 | 4451.00 298 | 10331.00 296 | 6247.00 291 | 18296.00 295 | 283.00 224 | 21484.00 299 | 7364.00 285 | 5912.00 291 | 6334.00 289 |
| Simon Fuhrmann, Fabian Langguth, Michael Goesele: MVE - A Multi-View Reconstruction Environment. EUROGRAPHICS Workshops on Graphics and Cultural Heritage (2014) |
| CNLPA | | | 10738.67 269 | 11772.44 272 | 7637.33 277 | 9120.00 295 | 8206.00 296 | 22252.00 290 | 2010.00 296 | 24984.00 299 | 7458.00 292 | 22596.00 296 | 2940.00 292 | 10260.00 298 | 11100.00 298 | 3492.00 290 | 4446.00 288 |
|
| LTVRE_ROB | | 20565.47 23 | 23378.08 270 | 22805.00 273 | 25097.33 286 | 15500.00 303 | 19201.00 305 | 42712.00 294 | 6055.00 299 | 38388.00 300 | 16926.00 300 | 38534.00 297 | 7071.00 293 | 35653.00 300 | 29475.00 300 | 10584.00 299 | 20438.00 298 |
| 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 |
| MSDG | | | 32606.17 271 | 34443.44 274 | 27094.33 287 | 29249.00 304 | 25246.00 306 | 51144.00 295 | 6705.00 300 | 42886.00 301 | 22888.00 301 | 48534.00 298 | 13263.00 301 | 37507.00 301 | 79298.00 301 | 16024.00 300 | 18530.00 297 |
|
| 114514_t | | | 99999.00 272 | 99999.00 275 | 99999.00 288 | 99999.00 305 | 99999.00 307 | 99999.00 296 | 99999.00 308 | 99999.00 302 | 99999.00 302 | 99999.00 299 | 99999.00 302 | 99999.00 302 | 99999.00 302 | 99999.00 301 | 99999.00 299 |
|
| PHI-MVS | | | 99999.00 272 | 99999.00 275 | 99999.00 288 | 99999.00 305 | 99999.00 307 | 99999.00 296 | 99999.00 308 | 99999.00 302 | 99999.00 302 | 99999.00 299 | 99999.00 302 | 99999.00 302 | 99999.00 302 | 99999.00 301 | 99999.00 299 |
|
| XVG-OURS-SEG-HR | | | 999999.00 276 | 999999.00 277 | 999999.00 290 | 999999.00 307 | 999999.00 309 | 999999.00 298 | 999999.00 310 | 999999.00 304 | 999999.00 304 | 999999.00 301 | 999999.00 304 | 999999.00 304 | 999999.00 304 | 999999.00 303 | 999999.00 301 |
|
| XVG-OURS | | | 999999.00 276 | 999999.00 277 | 999999.00 290 | 999999.00 307 | 999999.00 309 | 999999.00 298 | 999999.00 310 | 999999.00 304 | 999999.00 304 | 999999.00 301 | 999999.00 304 | 999999.00 304 | 999999.00 304 | 999999.00 303 | 999999.00 301 |
|
| XVG-ACMP-BASELINE | | | 999999.00 276 | 999999.00 277 | 999999.00 290 | 999999.00 307 | 999999.00 309 | 999999.00 298 | 999999.00 310 | 999999.00 304 | 999999.00 304 | 999999.00 301 | 999999.00 304 | 999999.00 304 | 999999.00 304 | 999999.00 303 | 999999.00 301 |
|
| dmvs_re | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| SDMVSNet | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| dmvs_testset | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| sd_testset | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| iter_conf_final | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| bld_raw_dy_0_64 | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| test2506 | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| test1111 | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| ECVR-MVS | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| test_blank | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| tt0805 | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| Anonymous20240521 | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| cl22 | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| miper_ehance_all_eth | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| miper_enhance_ethall | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| cl____ | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| DIV-MVS_self_test | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| eth_miper_zixun_eth | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| ET-MVSNet_ETH3D | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| UniMVSNet_ETH3D | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| miper_lstm_enhance | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| D2MVS | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| test_yl | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| thisisatest0530 | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| Anonymous20240529 | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| Anonymous202405211 | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| DCV-MVSNet | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| tttt0517 | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| our_test_3 | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| thisisatest0515 | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| ppachtmachnet_test | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| SMA-MVS | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
| Yufeng Yin; Xiaoyan Liu; Zichao Zhang: SMA-MVS: Segmentation-Guided Multi-Scale Anchor Deformation Patch Multi-View Stereo. IEEE Transactions on Circuits and Systems for Video Technology |
| DPE-MVS | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
| Kehua Chen, Zhenlong Yuan, Tianlu Mao, Zhaoqi Wang: Dual-Level Precision Edges Guided Multi-View Stereo with Accurate Planarization. AAAI2025 |
| thres100view900 | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| tfpnnormal | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| tfpn200view9 | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| c3_l | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| IterMVS-SCA-FT | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| pmmvs6 | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| pmmvs5 | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| test_post1 | | | | | | | | 10000000.00 301 | | | | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | | |
|
| test_post | | | | | | | | | | | | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | | | |
|
| patchmatchnet-post | | | | | | | | | | | | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | | | |
|
| Anonymous20231211 | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| pmmvs-eth3d | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| Anonymous20231206 | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| SCA | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| Patchmatch-test | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| Patchmatch-RL test | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| canonicalmvs | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| anonymousdsp | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| FIs | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| FC-MVSNet-test | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| sosnet-low-res | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| AllTest | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| TestCases | | | | | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| iter_conf05 | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| RRT_MVS | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| HPM-MVS++ | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| XVS | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| pm-mvs1 | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| X-MVStestdata | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| APDe-MVS | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
| Zhaojie Zeng, Yuesong Wang, Tao Guan: Matching Ambiguity-Resilient Multi-View Stereo via Adaptive Patch Deformation. Pattern Recognition |
| APD-MVS_3200maxsize | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| pmmvs4 | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| test-LLR | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| TESTMET0.1,1 | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| test-mter | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| testgi | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| test20.03 | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| thres600view7 | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| MP-MVS | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
| Rongxuan Tan, Qing Wang, et al.: MP-MVS: Multi-Scale Windows PatchMatch and Planar Prior Multi-View Stereo. |
| testmvs | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| thres400 | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| test123 | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| thres200 | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| test0.0.03 1 | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| pmmvs3 | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| EMVS | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| E-PMN | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| PGM-MVS | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| MCST-MVS | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| MVS_Test | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| PMMVS2 | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| PM-MVS | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| HQP_MVS | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| plane_prior4 | | | | | | | | | | | | 10000000.00 304 | | | | | |
|
| mPP-MVS | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| mvsmamba | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| HPM-MVS_fast | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| HPM-MVS | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
| Chunlin Ren, Qingshan Xu, Shikun Zhang, Jiaqi Yang: Hierarchical Prior Mining for Non-local Multi-View Stereo. ICCV 2023 |
| LPG-MVS_test | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| LGP-MVS_train | | | | | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| EPNet_dtu | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
| Wanjuan Su, Wenbing Tao: Efficient Edge-Preserving Multi-View Stereo Network for Depth Estimation. AAAI 2023 |
| EPNet | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
| Wanjuan Su, Wenbing Tao: Efficient Edge-Preserving Multi-View Stereo Network for Depth Estimation. AAAI 2023 |
| CNVR-MVS | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| NCCC | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| CP-MVS | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| NP-MVS | | | | | | 10000000.00 310 | 10000000.00 312 | | | | | 10000000.00 304 | | | | | |
|
| CPTT-MVS | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| HQP-MVS | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| IS-MVSNet | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| PAPM_NR | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| PAPR | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| Vis-MVSNet (Re-imp) | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| PatchMatch-RL | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| TDRefinement | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| EPP-MVSNet | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| PMMVS | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| PAPM | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| ACMMP | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
| Qingshan Xu, Weihang Kong, Wenbing Tao, Marc Pollefeys: Multi-Scale Geometric Consistency Guided and Planar Prior Assisted Multi-View Stereo. IEEE Transactions on Pattern Analysis and Machine Intelligence |
| ANet_high | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| wuyk23d | | | 10000000.00 279 | 10000000.00 282 | 10000000.00 293 | 10000000.00 310 | 10000000.00 312 | 10000000.00 301 | 10000000.00 313 | 10000000.00 307 | 10000000.00 307 | 10000000.00 304 | 10000000.00 307 | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| APD-MVS | | | 1000000000.00 385 | 1000000000.00 388 | 1000000000.00 401 | 1000000000.00 426 | 1000000000.00 426 | 1000000000.00 412 | 1000000000.00 426 | 1000000000.00 419 | 1000000000.00 420 | 1000000000.00 417 | 1000000000.00 422 | 1000000000.00 420 | 1000000000.00 419 | 1000000000.00 418 | 1000000000.00 416 |
| Yuesong Wang, Zhaojie Zeng and etc.: Adaptive Patch Deformation for Textureless-Resilient Multi-View Stereo. CVPR2023 |
| WAC-MVS | | | | | | | 248.46 177 | | | | | | | | 422.23 170 | | |
|
| FOURS1 | | | | | | 2643.17 278 | 2465.14 281 | 13996.40 283 | 493.26 255 | 7619.38 284 | 2107.24 277 | | | | | | |
|
| MSC_two_6792asdad | | | | | 2237.56 262 | 2643.17 278 | 2465.14 281 | | 493.26 255 | | | | | 3088.29 278 | 6075.14 278 | 1078.39 270 | 1159.26 268 |
|
| No_MVS | | | | | 2237.56 262 | 2643.17 278 | 2465.14 281 | | 493.26 255 | | | | | 3088.29 278 | 6075.14 278 | 1078.39 270 | 1159.26 268 |
|
| eth-test2 | | | | | | 1.42 84 | | | | | | | | | | | |
|
| eth-test | | | | | | 10000000.00 310 | | | | | | | | | | | |
|
| IU-MVS | | | | | | 2725.60 283 | 2598.35 287 | | 515.86 263 | 7016.02 277 | 2363.85 281 | | | | 5973.88 274 | 1620.04 282 | 1732.56 278 |
|
| save fliter | | | | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | | | | | | | |
|
| test_0728_SECOND | | | | | 1451.45 241 | 1725.60 250 | 1598.35 254 | 9203.30 263 | 315.86 230 | | | | | 2023.43 252 | 3973.88 257 | 620.04 228 | 732.56 233 |
|
| GSMVS | | | | | | | | | | | | | | | | | 10000000.00 304 |
|
| test_part2 | | | | | | 10000000.00 310 | 10000000.00 312 | | | | 10000000.00 307 | | | | | | |
|
| sam_mvs1 | | | | | | | | | | | | | 10000000.00 307 | | | | 10000000.00 304 |
|
| sam_mvs | | | | | | | | | | | | | 10000000.00 307 | | | | |
|
| MTGPA | | | | | | | | | 10000000.00 313 | | | | | | | | |
|
| MTMP | | | | | | | | 10000000.00 301 | 10000000.00 313 | | | | | | | | |
|
| test9_res | | | | | | | | | | | | | | | 0.00 1 | 0.00 1 | 0.00 1 |
|
| agg_prior2 | | | | | | | | | | | | | | | 0.00 1 | 0.00 1 | 0.00 1 |
|
| agg_prior | | | | | | 0.00 1 | 0.00 1 | | 0.00 1 | | 0.00 1 | | | 0.00 1 | | | |
|
| test_prior4 | | | | | | | 0.00 1 | 0.00 1 | | | | | | | | | |
|
| test_prior | | | | | 0.00 1 | 0.00 1 | 0.00 1 | | 0.00 1 | | | | | 0.00 1 | | | 0.00 1 |
|
| 旧先验2 | | | | | | | | 0.00 1 | | 0.00 1 | 0.00 1 | | | 0.00 1 | 0.00 1 | | |
|
| æ–°å‡ ä½•2 | | | | | | | | 0.00 1 | | | | | | | | | |
|
| æ— å…ˆéªŒ | | | | | | | | 0.00 1 | 0.00 1 | 0.00 1 | | | | 0.00 1 | 0.00 1 | | 0.00 1 |
|
| 原ACMM2 | | | | | | | | 0.00 1 | | | | | | | | | |
|
| testdata2 | | | | | | | | | | | | | | 0.00 1 | 0.00 1 | | |
|
| segment_acmp | | | | | | | | | | | | | 0.00 1 | | | | |
|
| testdata1 | | | | | | | | 0.00 1 | | 0.00 1 | | | | | | | |
|
| test12 | | | | | 0.00 1 | 0.00 1 | 0.00 1 | | 0.00 1 | | 0.00 1 | | 0.00 1 | 0.00 1 | | 0.00 1 | 0.00 1 |
|
| plane_prior7 | | | | | | 10000000.00 310 | 10000000.00 312 | | | | | | | | | | |
|
| plane_prior6 | | | | | | 10000000.00 310 | 10000000.00 312 | | | | | | 10000000.00 307 | | | | |
|
| plane_prior5 | | | | | | | | | 10000000.00 313 | | | | | 10000000.00 307 | 10000000.00 307 | 10000000.00 306 | 10000000.00 304 |
|
| plane_prior3 | | | | | | | 10000000.00 312 | | | 10000000.00 307 | 10000000.00 307 | | | | | | |
|
| plane_prior2 | | | | | | | | 10000000.00 301 | | 10000000.00 307 | | | | | | | |
|
| plane_prior1 | | | | | | 10000000.00 310 | | | | | | | | | | | |
|
| plane_prior | | | | | | | 1.00 78 | 2.00 106 | | 2.00 107 | | | | | | 2.00 105 | |
|
| n2 | | | | | | | | | 14.20 148 | | | | | | | | |
|
| nn | | | | | | | | | 1.42 86 | | | | | | | | |
|
| door-mid | | | | | | | | | 1.42 86 | | | | | | | | |
|
| test11 | | | | | | | | | 1.00 79 | | | | | | | | |
|
| door | | | | | | | | | 99.00 194 | | | | | | | | |
|
| HQP5-MVS | | | | | | | 10000000.00 312 | | | | | | | | | | |
|
| HQP-NCC | | | | | | 10000000.00 310 | | 10000000.00 301 | | 10000000.00 307 | 10000000.00 307 | | | | | | |
|
| ACMP_Plane | | | | | | 10000000.00 310 | | 10000000.00 301 | | 10000000.00 307 | 10000000.00 307 | | | | | | |
|
| BP-MVS | | | | | | | | | | | | | | | 10000000.00 307 | | |
|
| HQP4-MVS | | | | | | | | | | | 10000000.00 307 | | | 10000000.00 307 | | | 10000000.00 304 |
|
| HQP3-MVS | | | | | | | | | 10000000.00 313 | | | | | | | 10000000.00 306 | |
|
| HQP2-MVS | | | | | | | | | | | | | 10000000.00 307 | | | | |
|
| MDTV_nov1_ep13_2view | | | | | | | 9.99 128 | 9.99 126 | | 9.99 127 | 9.99 126 | | 9.99 128 | | 9.99 124 | | 9.99 127 |
|
| ACMMP++_ref | | | | | | | | | | | | | | | | 10000000.00 306 | |
|
| ACMMP++ | | | | | | | | | | | | | | | | 10000000.00 306 | |
|
| Test By Simon | | | | | | | | | | | | | 990.00 277 | | | | |
|
