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 |
|
agg_prior3 | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 |
|
agg_prior1 | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 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# | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 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_prior3 | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 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 |
|
1121 | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 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 |
|
abl_6 | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 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 |
|
LCM-MVSNet | | | 0.37 13 | 0.36 13 | 0.37 18 | 0.37 23 | 0.37 24 | 0.37 23 | 0.32 24 | 0.37 23 | 0.37 23 | 0.37 21 | 0.37 23 | 0.37 24 | 0.37 22 | 0.37 22 | 0.37 23 |
|
Fast-Effi-MVS+ | | | 0.41 45 | 0.40 14 | 0.41 50 | 0.41 55 | 0.41 56 | 0.41 55 | 0.35 25 | 0.41 55 | 0.41 55 | 0.41 53 | 0.41 55 | 0.41 56 | 0.41 54 | 0.41 54 | 0.41 55 |
|
v144192 | | | 0.40 14 | 0.40 14 | 0.40 19 | 0.40 24 | 0.40 25 | 0.40 24 | 0.40 26 | 0.40 24 | 0.40 24 | 0.40 22 | 0.40 24 | 0.40 25 | 0.40 23 | 0.40 23 | 0.40 24 |
|
v1921920 | | | 0.40 14 | 0.40 14 | 0.40 19 | 0.40 24 | 0.40 25 | 0.40 24 | 0.40 26 | 0.40 24 | 0.40 24 | 0.40 22 | 0.40 24 | 0.40 25 | 0.40 23 | 0.40 23 | 0.40 24 |
|
v1192 | | | 0.40 14 | 0.40 14 | 0.40 19 | 0.40 24 | 0.40 25 | 0.40 24 | 0.40 26 | 0.40 24 | 0.40 24 | 0.40 22 | 0.40 24 | 0.40 25 | 0.40 23 | 0.40 23 | 0.40 24 |
|
v1144 | | | 0.40 14 | 0.40 14 | 0.40 19 | 0.40 24 | 0.40 25 | 0.40 24 | 0.40 26 | 0.40 24 | 0.40 24 | 0.40 22 | 0.40 24 | 0.40 25 | 0.40 23 | 0.40 23 | 0.40 24 |
|
v148 | | | 0.40 14 | 0.40 14 | 0.40 19 | 0.40 24 | 0.40 25 | 0.40 24 | 0.40 26 | 0.40 24 | 0.40 24 | 0.40 22 | 0.40 24 | 0.40 25 | 0.40 23 | 0.40 23 | 0.40 24 |
|
v748 | | | 0.40 14 | 0.40 14 | 0.40 19 | 0.40 24 | 0.40 25 | 0.40 24 | 0.40 26 | 0.40 24 | 0.40 24 | 0.40 22 | 0.40 24 | 0.40 25 | 0.40 23 | 0.40 23 | 0.40 24 |
|
v7n | | | 0.40 14 | 0.40 14 | 0.40 19 | 0.40 24 | 0.40 25 | 0.40 24 | 0.40 26 | 0.40 24 | 0.40 24 | 0.40 22 | 0.40 24 | 0.40 25 | 0.40 23 | 0.40 23 | 0.40 24 |
|
v1141 | | | 0.40 14 | 0.40 14 | 0.40 19 | 0.40 24 | 0.40 25 | 0.40 24 | 0.40 26 | 0.40 24 | 0.40 24 | 0.40 22 | 0.40 24 | 0.40 25 | 0.40 23 | 0.40 23 | 0.40 24 |
|
v1neww | | | 0.40 14 | 0.40 14 | 0.40 19 | 0.40 24 | 0.40 25 | 0.40 24 | 0.40 26 | 0.40 24 | 0.40 24 | 0.40 22 | 0.40 24 | 0.40 25 | 0.40 23 | 0.40 23 | 0.40 24 |
|
v7new | | | 0.40 14 | 0.40 14 | 0.40 19 | 0.40 24 | 0.40 25 | 0.40 24 | 0.40 26 | 0.40 24 | 0.40 24 | 0.40 22 | 0.40 24 | 0.40 25 | 0.40 23 | 0.40 23 | 0.40 24 |
|
v1240 | | | 0.40 14 | 0.40 14 | 0.40 19 | 0.40 24 | 0.40 25 | 0.40 24 | 0.40 26 | 0.40 24 | 0.40 24 | 0.40 22 | 0.40 24 | 0.40 25 | 0.40 23 | 0.40 23 | 0.40 24 |
|
v18 | | | 0.40 14 | 0.40 14 | 0.40 19 | 0.40 24 | 0.40 25 | 0.40 24 | 0.40 26 | 0.40 24 | 0.40 24 | 0.40 22 | 0.40 24 | 0.40 25 | 0.40 23 | 0.40 23 | 0.40 24 |
|
v17 | | | 0.40 14 | 0.40 14 | 0.40 19 | 0.40 24 | 0.40 25 | 0.40 24 | 0.40 26 | 0.40 24 | 0.40 24 | 0.40 22 | 0.40 24 | 0.40 25 | 0.40 23 | 0.40 23 | 0.40 24 |
|
v16 | | | 0.40 14 | 0.40 14 | 0.40 19 | 0.40 24 | 0.40 25 | 0.40 24 | 0.40 26 | 0.40 24 | 0.40 24 | 0.40 22 | 0.40 24 | 0.40 25 | 0.40 23 | 0.40 23 | 0.40 24 |
|
divwei89l23v2f112 | | | 0.40 14 | 0.40 14 | 0.40 19 | 0.40 24 | 0.40 25 | 0.40 24 | 0.40 26 | 0.40 24 | 0.40 24 | 0.40 22 | 0.40 24 | 0.40 25 | 0.40 23 | 0.40 23 | 0.40 24 |
|
v15 | | | 0.40 14 | 0.40 14 | 0.40 19 | 0.40 24 | 0.40 25 | 0.40 24 | 0.40 26 | 0.40 24 | 0.40 24 | 0.40 22 | 0.40 24 | 0.40 25 | 0.40 23 | 0.40 23 | 0.40 24 |
|
v13 | | | 0.40 14 | 0.40 14 | 0.40 19 | 0.40 24 | 0.40 25 | 0.40 24 | 0.40 26 | 0.40 24 | 0.40 24 | 0.40 22 | 0.40 24 | 0.40 25 | 0.40 23 | 0.40 23 | 0.40 24 |
|
v12 | | | 0.40 14 | 0.40 14 | 0.40 19 | 0.40 24 | 0.40 25 | 0.40 24 | 0.40 26 | 0.40 24 | 0.40 24 | 0.40 22 | 0.40 24 | 0.40 25 | 0.40 23 | 0.40 23 | 0.40 24 |
|
v8 | | | 0.40 14 | 0.40 14 | 0.40 19 | 0.40 24 | 0.40 25 | 0.40 24 | 0.40 26 | 0.40 24 | 0.40 24 | 0.40 22 | 0.40 24 | 0.40 25 | 0.40 23 | 0.40 23 | 0.40 24 |
|
v7 | | | 0.40 14 | 0.40 14 | 0.40 19 | 0.40 24 | 0.40 25 | 0.40 24 | 0.40 26 | 0.40 24 | 0.40 24 | 0.40 22 | 0.40 24 | 0.40 25 | 0.40 23 | 0.40 23 | 0.40 24 |
|
v6 | | | 0.40 14 | 0.40 14 | 0.40 19 | 0.40 24 | 0.40 25 | 0.40 24 | 0.40 26 | 0.40 24 | 0.40 24 | 0.40 22 | 0.40 24 | 0.40 25 | 0.40 23 | 0.40 23 | 0.40 24 |
|
v11 | | | 0.40 14 | 0.40 14 | 0.40 19 | 0.40 24 | 0.40 25 | 0.40 24 | 0.40 26 | 0.40 24 | 0.40 24 | 0.40 22 | 0.40 24 | 0.40 25 | 0.40 23 | 0.40 23 | 0.40 24 |
|
v52 | | | 0.40 14 | 0.40 14 | 0.40 19 | 0.40 24 | 0.40 25 | 0.40 24 | 0.40 26 | 0.40 24 | 0.40 24 | 0.40 22 | 0.40 24 | 0.40 25 | 0.40 23 | 0.40 23 | 0.40 24 |
|
V14 | | | 0.40 14 | 0.40 14 | 0.40 19 | 0.40 24 | 0.40 25 | 0.40 24 | 0.40 26 | 0.40 24 | 0.40 24 | 0.40 22 | 0.40 24 | 0.40 25 | 0.40 23 | 0.40 23 | 0.40 24 |
|
v10 | | | 0.40 14 | 0.40 14 | 0.40 19 | 0.40 24 | 0.40 25 | 0.40 24 | 0.40 26 | 0.40 24 | 0.40 24 | 0.40 22 | 0.40 24 | 0.40 25 | 0.40 23 | 0.40 23 | 0.40 24 |
|
V4 | | | 0.40 14 | 0.40 14 | 0.40 19 | 0.40 24 | 0.40 25 | 0.40 24 | 0.40 26 | 0.40 24 | 0.40 24 | 0.40 22 | 0.40 24 | 0.40 25 | 0.40 23 | 0.40 23 | 0.40 24 |
|
v2v482 | | | 0.40 14 | 0.40 14 | 0.40 19 | 0.40 24 | 0.40 25 | 0.40 24 | 0.40 26 | 0.40 24 | 0.40 24 | 0.40 22 | 0.40 24 | 0.40 25 | 0.40 23 | 0.40 23 | 0.40 24 |
|
v1 | | | 0.40 14 | 0.40 14 | 0.40 19 | 0.40 24 | 0.40 25 | 0.40 24 | 0.40 26 | 0.40 24 | 0.40 24 | 0.40 22 | 0.40 24 | 0.40 25 | 0.40 23 | 0.40 23 | 0.40 24 |
|
V42 | | | 0.40 14 | 0.40 14 | 0.40 19 | 0.40 24 | 0.40 25 | 0.40 24 | 0.40 26 | 0.40 24 | 0.40 24 | 0.40 22 | 0.40 24 | 0.40 25 | 0.40 23 | 0.40 23 | 0.40 24 |
|
V9 | | | 0.40 14 | 0.40 14 | 0.40 19 | 0.40 24 | 0.40 25 | 0.40 24 | 0.40 26 | 0.40 24 | 0.40 24 | 0.40 22 | 0.40 24 | 0.40 25 | 0.40 23 | 0.40 23 | 0.40 24 |
|
GA-MVS | | | 0.40 14 | 0.40 14 | 0.40 19 | 0.40 24 | 0.40 25 | 0.40 24 | 0.40 26 | 0.40 24 | 0.40 24 | 0.40 22 | 0.40 24 | 0.40 25 | 0.40 23 | 0.40 23 | 0.40 24 |
|
Fast-Effi-MVS+-dtu | | | 0.44 46 | 0.44 46 | 0.44 51 | 0.44 56 | 0.44 57 | 0.44 56 | 0.44 57 | 0.44 56 | 0.44 56 | 0.44 54 | 0.44 56 | 0.44 57 | 0.44 55 | 0.44 55 | 0.44 56 |
|
Effi-MVS+ | | | 0.58 47 | 0.56 47 | 0.62 53 | 0.53 57 | 0.62 59 | 0.53 57 | 0.53 58 | 0.53 57 | 0.62 58 | 0.62 56 | 0.53 57 | 0.62 59 | 0.62 56 | 0.53 56 | 0.62 58 |
|
Effi-MVS+-dtu | | | 0.59 48 | 0.61 48 | 0.53 52 | 0.68 58 | 0.53 58 | 0.53 57 | 0.68 59 | 0.68 58 | 0.53 57 | 0.53 55 | 0.68 58 | 0.53 58 | 0.68 57 | 0.53 56 | 0.53 57 |
|
mvs-test1 | | | 0.68 49 | 0.68 49 | 0.68 54 | 0.68 58 | 0.68 60 | 0.68 59 | 0.68 59 | 0.68 58 | 0.68 59 | 0.68 57 | 0.68 58 | 0.68 60 | 0.68 57 | 0.68 58 | 0.68 59 |
|
CDS-MVSNet | | | 0.88 50 | 0.88 50 | 0.88 55 | 0.88 60 | 0.88 61 | 0.88 60 | 0.88 61 | 0.88 60 | 0.88 60 | 0.88 58 | 0.88 60 | 0.88 61 | 0.88 59 | 0.88 59 | 0.88 60 |
Khang Truong Giang, Soohwan Song, Sungho Jo: Curvature-guided dynamic scale networks for Multi-view Stereo. ICLR 2022 |
TAMVS | | | 0.88 50 | 0.88 50 | 0.88 55 | 0.88 60 | 0.88 61 | 0.88 60 | 0.88 61 | 0.88 60 | 0.88 60 | 0.88 58 | 0.88 60 | 0.88 61 | 0.88 59 | 0.88 59 | 0.88 60 |
|
LCM-MVSNet-Re | | | 0.89 52 | 0.89 52 | 0.89 57 | 0.89 62 | 0.89 63 | 0.89 62 | 0.89 63 | 0.89 62 | 0.89 62 | 0.89 60 | 0.89 62 | 0.89 63 | 0.89 61 | 0.89 61 | 0.89 62 |
|
MDA-MVSNet-bldmvs | | | 1.20 53 | 1.20 53 | 1.20 59 | 1.20 64 | 1.20 66 | 1.20 63 | 1.20 66 | 1.20 64 | 1.20 64 | 1.20 62 | 1.20 64 | 1.20 65 | 1.20 63 | 1.20 63 | 1.20 64 |
|
YYNet1 | | | 1.20 53 | 1.20 53 | 1.20 59 | 1.20 64 | 1.20 66 | 1.20 63 | 1.20 66 | 1.20 64 | 1.20 64 | 1.20 62 | 1.20 64 | 1.20 65 | 1.20 63 | 1.20 63 | 1.20 64 |
|
MDA-MVSNet_test_wron | | | 1.20 53 | 1.20 53 | 1.20 59 | 1.20 64 | 1.20 66 | 1.20 63 | 1.20 66 | 1.20 64 | 1.20 64 | 1.20 62 | 1.20 64 | 1.20 65 | 1.20 63 | 1.20 63 | 1.20 64 |
|
EI-MVSNet-UG-set | | | 1.42 56 | 1.42 56 | 1.42 62 | 1.42 67 | 1.42 69 | 1.42 66 | 1.42 69 | 1.42 67 | 1.42 67 | 1.42 65 | 1.42 67 | 1.42 68 | 1.42 66 | 1.42 66 | 1.42 67 |
|
EI-MVSNet-Vis-set | | | 1.42 56 | 1.42 56 | 1.42 62 | 1.42 67 | 1.42 69 | 1.42 66 | 1.42 69 | 1.42 67 | 1.42 67 | 1.42 65 | 1.42 67 | 1.42 68 | 1.42 66 | 1.42 66 | 1.42 67 |
|
Regformer-3 | | | 1.42 56 | 1.42 56 | 1.42 62 | 1.42 67 | 1.42 69 | 1.42 66 | 1.42 69 | 1.42 67 | 1.42 67 | 1.42 65 | 1.42 67 | 1.42 68 | 1.42 66 | 1.42 66 | 1.42 67 |
|
Regformer-4 | | | 1.42 56 | 1.42 56 | 1.42 62 | 1.42 67 | 1.42 69 | 1.42 66 | 1.42 69 | 1.42 67 | 1.42 67 | 1.42 65 | 1.42 67 | 1.42 68 | 1.42 66 | 1.42 66 | 1.42 67 |
|
Regformer-1 | | | 1.42 56 | 1.42 56 | 1.42 62 | 1.42 67 | 1.42 69 | 1.42 66 | 1.42 69 | 1.42 67 | 1.42 67 | 1.42 65 | 1.42 67 | 1.42 68 | 1.42 66 | 1.42 66 | 1.42 67 |
|
Regformer-2 | | | 1.42 56 | 1.42 56 | 1.42 62 | 1.42 67 | 1.42 69 | 1.42 66 | 1.42 69 | 1.42 67 | 1.42 67 | 1.42 65 | 1.42 67 | 1.42 68 | 1.42 66 | 1.42 66 | 1.42 67 |
|
EI-MVSNet | | | 1.42 56 | 1.42 56 | 1.42 62 | 1.42 67 | 1.42 69 | 1.42 66 | 1.42 69 | 1.42 67 | 1.42 67 | 1.42 65 | 1.42 67 | 1.42 68 | 1.42 66 | 1.42 66 | 1.42 67 |
|
Regformer | | | 1.42 56 | 1.42 56 | 1.42 62 | 1.42 67 | 1.42 69 | 1.42 66 | 1.42 69 | 1.42 67 | 1.42 67 | 1.42 65 | 1.42 67 | 1.42 68 | 1.42 66 | 1.42 66 | 1.42 67 |
|
CVMVSNet | | | 1.42 56 | 1.42 56 | 1.42 62 | 1.42 67 | 1.42 69 | 1.42 66 | 1.42 69 | 1.42 67 | 1.42 67 | 1.42 65 | 1.42 67 | 1.42 68 | 1.42 66 | 1.42 66 | 1.42 67 |
|
EU-MVSNet | | | 1.42 56 | 1.42 56 | 1.42 62 | 1.42 67 | 1.42 69 | 1.42 66 | 1.42 69 | 1.42 67 | 1.42 67 | 1.42 65 | 1.42 67 | 1.42 68 | 1.42 66 | 1.42 66 | 1.42 67 |
|
PS-CasMVS | | | 1.42 56 | 1.42 56 | 1.42 62 | 1.42 67 | 1.42 69 | 1.42 66 | 1.42 69 | 1.42 67 | 1.42 67 | 1.42 65 | 1.42 67 | 1.42 68 | 1.42 66 | 1.42 66 | 1.42 67 |
|
UniMVSNet_NR-MVSNet | | | 1.42 56 | 1.42 56 | 1.42 62 | 1.42 67 | 1.42 69 | 1.42 66 | 1.42 69 | 1.42 67 | 1.42 67 | 1.42 65 | 1.42 67 | 1.42 68 | 1.42 66 | 1.42 66 | 1.42 67 |
|
PEN-MVS | | | 1.42 56 | 1.42 56 | 1.42 62 | 1.42 67 | 1.42 69 | 1.42 66 | 1.42 69 | 1.42 67 | 1.42 67 | 1.42 65 | 1.42 67 | 1.42 68 | 1.42 66 | 1.42 66 | 1.42 67 |
|
TransMVSNet (Re) | | | 1.42 56 | 1.42 56 | 1.42 62 | 1.42 67 | 1.42 69 | 1.42 66 | 1.42 69 | 1.42 67 | 1.42 67 | 1.42 65 | 1.42 67 | 1.42 68 | 1.42 66 | 1.42 66 | 1.42 67 |
|
DTE-MVSNet | | | 1.42 56 | 1.42 56 | 1.42 62 | 1.42 67 | 1.42 69 | 1.42 66 | 1.42 69 | 1.42 67 | 1.42 67 | 1.42 65 | 1.42 67 | 1.42 68 | 1.42 66 | 1.42 66 | 1.42 67 |
|
DU-MVS | | | 1.42 56 | 1.42 56 | 1.42 62 | 1.42 67 | 1.42 69 | 1.42 66 | 1.42 69 | 1.42 67 | 1.42 67 | 1.42 65 | 1.42 67 | 1.42 68 | 1.42 66 | 1.42 66 | 1.42 67 |
|
UniMVSNet (Re) | | | 1.42 56 | 1.42 56 | 1.42 62 | 1.42 67 | 1.42 69 | 1.42 66 | 1.42 69 | 1.42 67 | 1.42 67 | 1.42 65 | 1.42 67 | 1.42 68 | 1.42 66 | 1.42 66 | 1.42 67 |
|
CP-MVSNet | | | 1.42 56 | 1.42 56 | 1.42 62 | 1.42 67 | 1.42 69 | 1.42 66 | 1.42 69 | 1.42 67 | 1.42 67 | 1.42 65 | 1.42 67 | 1.42 68 | 1.42 66 | 1.42 66 | 1.42 67 |
|
WR-MVS_H | | | 1.42 56 | 1.42 56 | 1.42 62 | 1.42 67 | 1.42 69 | 1.42 66 | 1.42 69 | 1.42 67 | 1.42 67 | 1.42 65 | 1.42 67 | 1.42 68 | 1.42 66 | 1.42 66 | 1.42 67 |
|
WR-MVS | | | 1.42 56 | 1.42 56 | 1.42 62 | 1.42 67 | 1.42 69 | 1.42 66 | 1.42 69 | 1.42 67 | 1.42 67 | 1.42 65 | 1.42 67 | 1.42 68 | 1.42 66 | 1.42 66 | 1.42 67 |
|
NR-MVSNet | | | 1.42 56 | 1.42 56 | 1.42 62 | 1.42 67 | 1.42 69 | 1.42 66 | 1.42 69 | 1.42 67 | 1.42 67 | 1.42 65 | 1.42 67 | 1.42 68 | 1.42 66 | 1.42 66 | 1.42 67 |
|
Baseline_NR-MVSNet | | | 1.42 56 | 1.42 56 | 1.42 62 | 1.42 67 | 1.42 69 | 1.42 66 | 1.42 69 | 1.42 67 | 1.42 67 | 1.42 65 | 1.42 67 | 1.42 68 | 1.42 66 | 1.42 66 | 1.42 67 |
|
TranMVSNet+NR-MVSNet | | | 1.42 56 | 1.42 56 | 1.42 62 | 1.42 67 | 1.42 69 | 1.42 66 | 1.42 69 | 1.42 67 | 1.42 67 | 1.42 65 | 1.42 67 | 1.42 68 | 1.42 66 | 1.42 66 | 1.42 67 |
|
MVSFormer | | | 1.42 56 | 1.42 56 | 1.42 62 | 1.42 67 | 1.42 69 | 1.42 66 | 1.42 69 | 1.42 67 | 1.42 67 | 1.42 65 | 1.42 67 | 1.42 68 | 1.42 66 | 1.42 66 | 1.42 67 |
|
jason | | | 1.42 56 | 1.42 56 | 1.42 62 | 1.42 67 | 1.42 69 | 1.42 66 | 1.42 69 | 1.42 67 | 1.42 67 | 1.42 65 | 1.42 67 | 1.42 68 | 1.42 66 | 1.42 66 | 1.42 67 |
jason: jason. |
lupinMVS | | | 1.42 56 | 1.42 56 | 1.42 62 | 1.42 67 | 1.42 69 | 1.42 66 | 1.42 69 | 1.42 67 | 1.42 67 | 1.42 65 | 1.42 67 | 1.42 68 | 1.42 66 | 1.42 66 | 1.42 67 |
|
test_djsdf | | | 1.42 56 | 1.42 56 | 1.42 62 | 1.42 67 | 1.42 69 | 1.42 66 | 1.42 69 | 1.42 67 | 1.42 67 | 1.42 65 | 1.42 67 | 1.42 68 | 1.42 66 | 1.42 66 | 1.42 67 |
|
alignmvs | | | 2.00 83 | 2.00 83 | 2.00 89 | 2.00 94 | 2.00 96 | 2.00 93 | 2.00 98 | 2.00 94 | 2.00 94 | 2.00 92 | 2.00 94 | 2.00 95 | 2.00 93 | 2.00 93 | 2.00 94 |
|
nrg030 | | | 2.00 83 | 2.00 83 | 2.00 89 | 2.00 94 | 2.00 96 | 2.00 93 | 2.00 98 | 2.00 94 | 2.00 94 | 2.00 92 | 2.00 94 | 2.00 95 | 2.00 93 | 2.00 93 | 2.00 94 |
|
LFMVS | | | 2.00 83 | 2.00 83 | 2.00 89 | 2.00 94 | 2.00 96 | 2.00 93 | 2.00 98 | 2.00 94 | 2.00 94 | 2.00 92 | 2.00 94 | 2.00 95 | 2.00 93 | 2.00 93 | 2.00 94 |
|
VDD-MVS | | | 2.00 83 | 2.00 83 | 2.00 89 | 2.00 94 | 2.00 96 | 2.00 93 | 2.00 98 | 2.00 94 | 2.00 94 | 2.00 92 | 2.00 94 | 2.00 95 | 2.00 93 | 2.00 93 | 2.00 94 |
|
VDDNet | | | 2.00 83 | 2.00 83 | 2.00 89 | 2.00 94 | 2.00 96 | 2.00 93 | 2.00 98 | 2.00 94 | 2.00 94 | 2.00 92 | 2.00 94 | 2.00 95 | 2.00 93 | 2.00 93 | 2.00 94 |
|
VPNet | | | 2.00 83 | 2.00 83 | 2.00 89 | 2.00 94 | 2.00 96 | 2.00 93 | 2.00 98 | 2.00 94 | 2.00 94 | 2.00 92 | 2.00 94 | 2.00 95 | 2.00 93 | 2.00 93 | 2.00 94 |
|
VNet | | | 2.00 83 | 2.00 83 | 2.00 89 | 2.00 94 | 2.00 96 | 2.00 93 | 2.00 98 | 2.00 94 | 2.00 94 | 2.00 92 | 2.00 94 | 2.00 95 | 2.00 93 | 2.00 93 | 2.00 94 |
|
VPA-MVSNet | | | 2.00 83 | 2.00 83 | 2.00 89 | 2.00 94 | 2.00 96 | 2.00 93 | 2.00 98 | 2.00 94 | 2.00 94 | 2.00 92 | 2.00 94 | 2.00 95 | 2.00 93 | 2.00 93 | 2.00 94 |
|
cascas | | | 2.00 83 | 2.00 83 | 2.00 89 | 2.00 94 | 2.00 96 | 2.00 93 | 2.00 98 | 2.00 94 | 2.00 94 | 2.00 92 | 2.00 94 | 2.00 95 | 2.00 93 | 2.00 93 | 2.00 94 |
|
UnsupCasMVSNet_eth | | | 5.90 92 | 5.90 92 | 5.90 98 | 5.90 103 | 5.90 105 | 5.90 103 | 5.90 108 | 5.90 104 | 5.90 103 | 5.90 101 | 5.90 104 | 5.90 104 | 5.90 102 | 5.90 104 | 5.90 104 |
|
UnsupCasMVSNet_bld | | | 5.90 92 | 5.90 92 | 5.90 98 | 5.90 103 | 5.90 105 | 5.90 103 | 5.90 108 | 5.90 104 | 5.90 103 | 5.90 101 | 5.90 104 | 5.90 104 | 5.90 102 | 5.90 104 | 5.90 104 |
|
WTY-MVS | | | 5.90 92 | 5.90 92 | 5.90 98 | 5.90 103 | 5.90 105 | 5.90 103 | 5.90 108 | 5.90 104 | 5.90 103 | 5.90 101 | 5.90 104 | 5.90 104 | 5.90 102 | 5.90 104 | 5.90 104 |
|
HY-MVS | | 5.90 1 | 5.90 92 | 5.90 92 | 5.90 98 | 5.90 103 | 5.90 105 | 5.90 103 | 5.90 108 | 5.90 104 | 5.90 103 | 5.90 101 | 5.90 104 | 5.90 104 | 5.90 102 | 5.90 104 | 5.90 104 |
|
sss | | | 5.90 92 | 5.90 92 | 5.90 98 | 5.90 103 | 5.90 105 | 5.90 103 | 5.90 108 | 5.90 104 | 5.90 103 | 5.90 101 | 5.90 104 | 5.90 104 | 5.90 102 | 5.90 104 | 5.90 104 |
|
Test_1112_low_res | | | 5.90 92 | 5.90 92 | 5.90 98 | 5.90 103 | 5.90 105 | 5.90 103 | 5.90 108 | 5.90 104 | 5.90 103 | 5.90 101 | 5.90 104 | 5.90 104 | 5.90 102 | 5.90 104 | 5.90 104 |
|
1112_ss | | | 5.90 92 | 5.90 92 | 5.90 98 | 5.90 103 | 5.90 105 | 5.90 103 | 5.90 108 | 5.90 104 | 5.90 103 | 5.90 101 | 5.90 104 | 5.90 104 | 5.90 102 | 5.90 104 | 5.90 104 |
|
ab-mvs-re | | | 5.90 92 | 5.90 92 | 5.90 98 | 5.90 103 | 5.90 105 | 5.90 103 | 5.90 108 | 5.90 104 | 5.90 103 | 5.90 101 | 5.90 104 | 5.90 104 | 5.90 102 | 5.90 104 | 5.90 104 |
|
ab-mvs | | | 5.90 92 | 5.90 92 | 5.90 98 | 5.90 103 | 5.90 105 | 5.90 103 | 5.90 108 | 5.90 104 | 5.90 103 | 5.90 101 | 5.90 104 | 5.90 104 | 5.90 102 | 5.90 104 | 5.90 104 |
|
CDPH-MVS | | | 6.66 101 | 6.66 101 | 6.66 107 | 6.66 112 | 6.66 114 | 6.66 112 | 6.66 117 | 6.66 113 | 6.66 112 | 6.66 110 | 6.66 113 | 6.66 113 | 6.66 111 | 6.66 113 | 6.66 113 |
|
MDTV_nov1_ep13 | | | | 9.99 102 | | 9.99 113 | 9.99 116 | 9.99 113 | 9.99 119 | 9.99 114 | 9.99 114 | 9.99 111 | 9.99 114 | 9.99 115 | 9.99 112 | 9.99 114 | |
|
xiu_mvs_v1_base_debu | | | 10.28 102 | 10.28 103 | 10.28 109 | 10.28 114 | 10.28 118 | 10.28 115 | 10.28 120 | 10.28 116 | 10.28 116 | 10.28 112 | 10.28 116 | 10.28 116 | 10.28 114 | 10.28 115 | 10.28 115 |
|
xiu_mvs_v2_base | | | 10.28 102 | 10.28 103 | 10.28 109 | 10.28 114 | 10.28 118 | 10.28 115 | 10.28 120 | 10.28 116 | 10.28 116 | 10.28 112 | 10.28 116 | 10.28 116 | 10.28 114 | 10.28 115 | 10.28 115 |
|
xiu_mvs_v1_base | | | 10.28 102 | 10.28 103 | 10.28 109 | 10.28 114 | 10.28 118 | 10.28 115 | 10.28 120 | 10.28 116 | 10.28 116 | 10.28 112 | 10.28 116 | 10.28 116 | 10.28 114 | 10.28 115 | 10.28 115 |
|
xiu_mvs_v1_base_debi | | | 10.28 102 | 10.28 103 | 10.28 109 | 10.28 114 | 10.28 118 | 10.28 115 | 10.28 120 | 10.28 116 | 10.28 116 | 10.28 112 | 10.28 116 | 10.28 116 | 10.28 114 | 10.28 115 | 10.28 115 |
|
cdsmvs_eth3d_5k | | | 10.28 102 | 10.28 103 | 10.28 109 | 10.28 114 | 10.28 118 | 10.28 115 | 10.28 120 | 10.28 116 | 10.28 116 | 10.28 112 | 10.28 116 | 10.28 116 | 10.28 114 | 10.28 115 | 10.28 115 |
|
pcd_1.5k_mvsjas | | | 10.28 102 | 10.28 103 | 10.28 109 | 10.28 114 | 10.28 118 | 10.28 115 | 10.28 120 | 10.28 116 | 10.28 116 | 10.28 112 | 10.28 116 | 10.28 116 | 10.28 114 | 10.28 115 | 10.28 115 |
|
pcd1.5k->3k | | | 10.28 102 | 10.28 103 | 10.28 109 | 10.28 114 | 10.28 118 | 10.28 115 | 10.28 120 | 10.28 116 | 10.28 116 | 10.28 112 | 10.28 116 | 10.28 116 | 10.28 114 | 10.28 115 | 10.28 115 |
|
PS-MVSNAJss | | | 10.28 102 | 10.28 103 | 10.28 109 | 10.28 114 | 10.28 118 | 10.28 115 | 10.28 120 | 10.28 116 | 10.28 116 | 10.28 112 | 10.28 116 | 10.28 116 | 10.28 114 | 10.28 115 | 10.28 115 |
|
PS-MVSNAJ | | | 10.28 102 | 10.28 103 | 10.28 109 | 10.28 114 | 10.28 118 | 10.28 115 | 10.28 120 | 10.28 116 | 10.28 116 | 10.28 112 | 10.28 116 | 10.28 116 | 10.28 114 | 10.28 115 | 10.28 115 |
|
jajsoiax | | | 10.28 102 | 10.28 103 | 10.28 109 | 10.28 114 | 10.28 118 | 10.28 115 | 10.28 120 | 10.28 116 | 10.28 116 | 10.28 112 | 10.28 116 | 10.28 116 | 10.28 114 | 10.28 115 | 10.28 115 |
|
mvs_tets | | | 10.28 102 | 10.28 103 | 10.28 109 | 10.28 114 | 10.28 118 | 10.28 115 | 10.28 120 | 10.28 116 | 10.28 116 | 10.28 112 | 10.28 116 | 10.28 116 | 10.28 114 | 10.28 115 | 10.28 115 |
|
XXY-MVS | | | 15.00 113 | 15.00 114 | 15.00 120 | 15.00 126 | 15.00 129 | 15.00 126 | 15.00 134 | 15.00 127 | 15.00 127 | 15.00 123 | 15.00 132 | 15.00 127 | 15.00 126 | 15.00 127 | 15.00 127 |
|
BH-w/o | | | 40.00 114 | 40.00 115 | 40.00 122 | 40.00 127 | 40.00 130 | 40.00 127 | 40.00 151 | 40.00 128 | 40.00 129 | 40.00 124 | 40.00 150 | 40.00 129 | 40.00 127 | 40.00 143 | 40.00 139 |
|
BH-untuned | | | 40.00 114 | 40.00 115 | 40.00 122 | 40.00 127 | 40.00 130 | 40.00 127 | 40.00 151 | 40.00 128 | 40.00 129 | 40.00 124 | 40.00 150 | 40.00 129 | 40.00 127 | 40.00 143 | 40.00 139 |
|
BH-RMVSNet | | | 40.00 114 | 40.00 115 | 40.00 122 | 40.00 127 | 40.00 130 | 40.00 127 | 40.00 151 | 40.00 128 | 40.00 129 | 40.00 124 | 40.00 150 | 40.00 129 | 40.00 127 | 40.00 143 | 40.00 139 |
|
TR-MVS | | | 40.00 114 | 40.00 115 | 40.00 122 | 40.00 127 | 40.00 130 | 40.00 127 | 40.00 151 | 40.00 128 | 40.00 129 | 40.00 124 | 40.00 150 | 40.00 129 | 40.00 127 | 40.00 143 | 40.00 139 |
|
GBi-Net | | | 44.67 118 | 49.24 119 | 30.96 121 | 47.53 131 | 47.57 134 | 126.09 131 | 8.00 118 | 76.99 132 | 26.09 128 | 73.50 129 | 11.27 127 | 30.55 128 | 61.12 131 | 12.58 126 | 14.75 126 |
|
new_pmnet | | | 88.14 120 | 98.62 120 | 56.70 126 | 98.14 140 | 56.07 135 | 246.79 133 | 15.37 135 | 148.06 133 | 50.77 133 | 143.13 130 | 23.35 133 | 62.65 133 | 93.26 132 | 68.71 150 | 51.38 150 |
|
N_pmnet | | | 88.14 120 | 98.62 120 | 56.70 126 | 98.14 140 | 56.07 135 | 246.79 133 | 15.37 135 | 148.06 133 | 50.77 133 | 143.13 130 | 23.35 133 | 62.65 133 | 93.26 132 | 68.71 150 | 51.38 150 |
|
dp | | | 87.20 119 | 113.80 122 | 7.42 108 | 10.50 125 | 8.88 115 | 298.82 139 | 2.70 107 | 510.35 155 | 7.79 113 | 172.93 132 | 3.37 103 | 9.16 114 | 14.00 125 | 3.71 103 | 4.23 103 |
|
CANet | | | 110.62 122 | 124.04 123 | 70.34 130 | 82.03 136 | 74.27 141 | 325.54 140 | 25.25 137 | 207.16 135 | 69.28 139 | 194.38 133 | 27.53 135 | 95.79 142 | 147.76 136 | 37.43 132 | 40.97 143 |
|
CANet_DTU | | | 110.62 122 | 124.04 123 | 70.34 130 | 82.03 136 | 74.27 141 | 325.54 140 | 25.25 137 | 207.16 135 | 69.28 139 | 194.38 133 | 27.53 135 | 95.79 142 | 147.76 136 | 37.43 132 | 40.97 143 |
|
MVS_0304 | | | 110.62 122 | 124.04 123 | 70.34 130 | 82.03 136 | 74.27 141 | 325.54 140 | 25.25 137 | 207.16 135 | 69.28 139 | 194.38 133 | 27.53 135 | 95.79 142 | 147.76 136 | 37.43 132 | 40.97 143 |
|
UGNet | | | 110.62 122 | 124.04 123 | 70.34 130 | 82.03 136 | 74.27 141 | 325.54 140 | 25.25 137 | 207.16 135 | 69.28 139 | 194.38 133 | 27.53 135 | 95.79 142 | 147.76 136 | 37.43 132 | 40.97 143 |
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 |
ACMMP_Plus | | | 118.81 126 | 133.18 127 | 75.70 134 | 74.28 134 | 73.29 139 | 284.50 135 | 11.35 131 | 238.58 141 | 65.86 137 | 255.35 150 | 14.55 130 | 115.69 152 | 222.18 152 | 31.94 130 | 38.12 137 |
|
FMVSNet5 | | | 124.76 127 | 140.93 128 | 76.26 136 | 107.44 143 | 100.17 149 | 329.88 144 | 27.12 144 | 259.44 146 | 74.30 143 | 204.34 137 | 30.74 139 | 92.41 135 | 196.98 140 | 38.15 136 | 36.19 130 |
|
test1 | | | 124.76 127 | 140.93 128 | 76.26 136 | 107.44 143 | 100.17 149 | 329.88 144 | 27.12 144 | 259.44 146 | 74.30 143 | 204.34 137 | 30.74 139 | 92.41 135 | 196.98 140 | 38.15 136 | 36.19 130 |
|
FMVSNet3 | | | 124.76 127 | 140.93 128 | 76.26 136 | 107.44 143 | 100.17 149 | 329.88 144 | 27.12 144 | 259.44 146 | 74.30 143 | 204.34 137 | 30.74 139 | 92.41 135 | 196.98 140 | 38.15 136 | 36.19 130 |
|
FMVSNet2 | | | 124.76 127 | 140.93 128 | 76.26 136 | 107.44 143 | 100.17 149 | 329.88 144 | 27.12 144 | 259.44 146 | 74.30 143 | 204.34 137 | 30.74 139 | 92.41 135 | 196.98 140 | 38.15 136 | 36.19 130 |
|
FMVSNet1 | | | 124.76 127 | 140.93 128 | 76.26 136 | 107.44 143 | 100.17 149 | 329.88 144 | 27.12 144 | 259.44 146 | 74.30 143 | 204.34 137 | 30.74 139 | 92.41 135 | 196.98 140 | 38.15 136 | 36.19 130 |
|
MIMVSNet1 | | | 124.76 127 | 140.93 128 | 76.26 136 | 107.44 143 | 100.17 149 | 329.88 144 | 27.12 144 | 259.44 146 | 74.30 143 | 204.34 137 | 30.74 139 | 92.41 135 | 196.98 140 | 38.15 136 | 36.19 130 |
|
MIMVSNet | | | 124.76 127 | 140.93 128 | 76.26 136 | 107.44 143 | 100.17 149 | 329.88 144 | 27.12 144 | 259.44 146 | 74.30 143 | 204.34 137 | 30.74 139 | 92.41 135 | 196.98 140 | 38.15 136 | 36.19 130 |
|
DSMNet-mixed | | | 131.33 134 | 143.00 135 | 96.33 146 | 99.00 142 | 81.00 145 | 201.00 132 | 45.00 155 | 335.00 153 | 99.00 153 | 251.00 149 | 38.00 149 | 110.00 151 | 120.00 135 | 99.00 152 | 98.00 152 |
|
PVSNet_Blended_VisFu | | | 136.90 135 | 155.40 136 | 81.40 143 | 111.00 150 | 96.20 146 | 407.00 151 | 25.90 141 | 251.60 143 | 85.10 150 | 240.50 146 | 37.00 146 | 99.90 146 | 199.80 147 | 40.70 147 | 48.10 147 |
|
PVSNet_BlendedMVS | | | 136.90 135 | 155.40 136 | 81.40 143 | 111.00 150 | 96.20 146 | 407.00 151 | 25.90 141 | 251.60 143 | 85.10 150 | 240.50 146 | 37.00 146 | 99.90 146 | 199.80 147 | 40.70 147 | 48.10 147 |
|
PVSNet_Blended | | | 136.90 135 | 155.40 136 | 81.40 143 | 111.00 150 | 96.20 146 | 407.00 151 | 25.90 141 | 251.60 143 | 85.10 150 | 240.50 146 | 37.00 146 | 99.90 146 | 199.80 147 | 40.70 147 | 48.10 147 |
|
DP-MVS | | | 264.78 138 | 296.02 139 | 171.04 147 | 191.70 153 | 183.96 156 | 827.10 160 | 78.36 157 | 438.24 154 | 176.64 154 | 435.12 152 | 65.04 155 | 230.52 156 | 334.02 153 | 117.96 153 | 98.64 153 |
|
tmp_tt | | | 371.08 139 | 412.78 140 | 246.00 149 | 231.00 154 | 197.00 157 | 1293.00 172 | 376.00 203 | 756.00 162 | 609.00 188 | 71.00 128 | 106.00 164 | 195.00 154 | 102.00 134 | 171.00 163 | 346.00 185 |
|
RPSCF | | | 394.81 140 | 445.63 141 | 242.35 148 | 276.55 156 | 253.63 158 | 1207.27 170 | 90.69 162 | 715.56 160 | 241.57 156 | 684.87 158 | 111.96 165 | 320.02 157 | 548.38 161 | 133.81 155 | 153.39 155 |
|
ADS-MVSNet2 | | | 443.33 142 | 482.84 142 | 324.79 158 | 434.94 168 | 387.73 167 | 1110.57 168 | 87.69 160 | 887.02 166 | 282.92 157 | 779.29 160 | 98.57 162 | 422.76 165 | 502.40 154 | 162.19 161 | 163.87 157 |
|
ADS-MVSNet | | | 443.33 142 | 482.84 142 | 324.79 158 | 434.94 168 | 387.73 167 | 1110.57 168 | 87.69 160 | 887.02 166 | 282.92 157 | 779.29 160 | 98.57 162 | 422.76 165 | 502.40 154 | 162.19 161 | 163.87 157 |
|
EG-PatchMatch MVS | | | 437.03 141 | 493.12 144 | 268.77 150 | 264.80 155 | 260.20 159 | 1491.80 175 | 98.00 166 | 723.20 161 | 238.80 155 | 722.40 159 | 63.10 154 | 382.00 160 | 629.00 163 | 207.00 170 | 164.10 159 |
|
MVP-Stereo | | | 473.58 144 | 533.67 145 | 293.33 151 | 376.00 160 | 318.00 160 | 1461.00 173 | 96.00 163 | 835.00 164 | 290.00 160 | 804.00 164 | 97.00 160 | 383.00 162 | 688.00 170 | 156.00 156 | 179.00 161 |
Qingsong Yan: MVP-Stereo: A Parallel Multi-View Patchmatch Stereo Method with Dilation Matching for Photogrammetric Application. |
MS-PatchMatch | | | 473.58 144 | 533.67 145 | 293.33 151 | 376.00 160 | 318.00 160 | 1461.00 173 | 96.00 163 | 835.00 164 | 290.00 160 | 804.00 164 | 97.00 160 | 383.00 162 | 688.00 170 | 156.00 156 | 179.00 161 |
|
PatchmatchNet | | | 492.52 146 | 551.22 147 | 316.40 155 | 400.20 164 | 357.90 165 | 1277.10 171 | 115.80 171 | 1034.60 175 | 315.90 162 | 874.00 167 | 155.10 171 | 402.20 164 | 629.50 164 | 158.80 158 | 189.10 163 |
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Pablo Speciale, Marc Pollefeys: PatchmatchNet: Learned Multi-View Patchmatch Stereo. |
LP | | | 495.57 147 | 552.82 148 | 323.82 157 | 377.78 162 | 343.94 163 | 1099.61 167 | 67.44 156 | 1450.39 185 | 417.42 168 | 790.39 162 | 130.18 168 | 472.61 168 | 519.53 160 | 122.60 154 | 154.91 156 |
|
tpmvs | | | 501.65 148 | 567.42 149 | 304.33 154 | 395.39 163 | 356.32 164 | 1512.04 176 | 216.53 195 | 994.15 169 | 350.16 165 | 804.16 166 | 119.38 166 | 380.98 159 | 555.14 162 | 159.87 159 | 175.69 160 |
|
DP-MVS Recon | | | 516.25 150 | 581.17 150 | 321.48 156 | 361.02 158 | 429.00 171 | 1995.36 181 | 78.48 158 | 796.20 163 | 283.32 159 | 796.02 163 | 96.78 159 | 382.98 161 | 636.72 165 | 186.66 167 | 152.46 154 |
|
DELS-MVS | | | 514.57 149 | 587.73 151 | 295.12 153 | 343.03 157 | 328.09 162 | 1540.48 177 | 116.22 172 | 988.59 168 | 325.44 163 | 906.22 168 | 119.86 167 | 365.72 158 | 788.60 172 | 161.09 160 | 191.55 164 |
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 |
gg-mvs-nofinetune | | | 594.69 151 | 605.37 152 | 562.67 176 | 617.29 182 | 500.33 175 | 772.30 156 | 413.12 210 | 579.21 156 | 552.71 182 | 567.40 153 | 662.54 225 | 531.67 170 | 503.93 156 | 779.80 207 | 656.02 198 |
|
CR-MVSNet | | | 612.36 152 | 617.81 153 | 596.01 179 | 611.29 178 | 600.33 186 | 790.30 157 | 513.12 220 | 579.21 156 | 552.71 182 | 567.40 153 | 662.54 225 | 531.67 170 | 503.93 156 | 779.80 207 | 656.02 198 |
|
IterMVS | | | 615.05 153 | 691.66 154 | 385.23 162 | 516.40 171 | 454.80 172 | 1863.80 179 | 102.10 168 | 1142.20 177 | 364.10 166 | 1093.20 181 | 135.00 169 | 480.40 169 | 826.90 173 | 181.20 164 | 220.50 166 |
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Marc Pollefeys: IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo. |
IB-MVS | | 872.44 4 | 616.41 154 | 700.96 155 | 362.78 160 | 426.10 167 | 409.25 169 | 1822.69 178 | 124.42 178 | 1186.23 178 | 366.85 167 | 1079.42 179 | 190.60 182 | 451.78 167 | 930.72 177 | 181.59 165 | 227.30 167 |
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 |
ACMH+ | | 729.97 2 | 661.38 155 | 754.00 156 | 383.51 161 | 368.96 159 | 376.38 166 | 2483.74 191 | 82.42 159 | 1089.25 176 | 333.39 164 | 1219.68 182 | 66.53 156 | 573.60 180 | 957.86 178 | 184.14 166 | 200.56 165 |
|
Gipuma | | | 689.75 156 | 767.00 157 | 458.00 168 | 613.00 181 | 549.00 184 | 1943.00 180 | 187.00 192 | 1230.00 179 | 518.00 179 | 1092.00 180 | 203.00 188 | 564.00 175 | 892.00 176 | 225.00 177 | 261.00 172 |
S. Galliani, K. Lasinger, K. Schindler: Massively Parallel Multiview Stereopsis by Surface Normal Diffusion. ICCV 2015 |
JIA-IIPM | | | 804.30 164 | 835.64 158 | 710.26 188 | 885.90 195 | 895.90 204 | 455.98 154 | 668.73 227 | 1297.17 180 | 1002.26 208 | 1001.67 177 | 655.98 223 | 756.98 188 | 667.90 167 | 885.21 219 | 477.90 194 |
|
RPMNet | | | 804.30 164 | 835.64 158 | 710.26 188 | 885.90 195 | 895.90 204 | 455.98 154 | 668.73 227 | 1297.17 180 | 1002.26 208 | 1001.67 177 | 655.98 223 | 756.98 188 | 667.90 167 | 885.21 219 | 477.90 194 |
|
IterMVS-LS | | | 758.94 157 | 856.56 160 | 466.10 169 | 606.60 176 | 546.80 182 | 2309.90 183 | 122.20 177 | 1402.80 183 | 463.50 172 | 1348.20 184 | 192.60 183 | 574.60 181 | 1028.60 187 | 234.60 179 | 276.90 174 |
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Marc Pollefeys: IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo. |
new-patchmatchnet | | | 766.12 158 | 859.03 161 | 487.38 172 | 595.68 173 | 536.14 177 | 2346.27 184 | 142.51 183 | 1488.08 186 | 422.43 169 | 1361.32 186 | 163.65 174 | 628.60 183 | 1003.74 186 | 207.61 171 | 297.41 178 |
|
PatchT | | | 856.34 168 | 860.99 162 | 842.38 194 | 1290.90 209 | 880.90 202 | 790.30 157 | 1267.30 246 | 579.21 156 | 923.90 199 | 567.40 153 | 662.54 225 | 990.23 197 | 887.56 175 | 779.80 207 | 656.02 198 |
|
SixPastTwentyTwo | | | 773.62 159 | 869.37 163 | 486.35 171 | 603.45 175 | 547.15 183 | 2532.14 192 | 106.92 170 | 1434.95 184 | 428.08 170 | 1360.56 185 | 165.15 175 | 628.96 184 | 984.09 179 | 209.01 172 | 282.94 175 |
|
mvs_anonymous | | | 774.90 160 | 882.28 164 | 452.77 164 | 636.50 183 | 537.20 178 | 2348.80 185 | 120.30 173 | 1504.30 187 | 474.40 173 | 1371.10 187 | 186.90 177 | 564.70 176 | 1078.90 189 | 219.30 173 | 256.40 168 |
|
casdiffmvs | | | 774.90 160 | 882.28 164 | 452.77 164 | 636.50 183 | 537.20 178 | 2348.80 185 | 120.30 173 | 1504.30 187 | 474.40 173 | 1371.10 187 | 186.90 177 | 564.70 176 | 1078.90 189 | 219.30 173 | 256.40 168 |
|
diffmvs | | | 774.90 160 | 882.28 164 | 452.77 164 | 636.50 183 | 537.20 178 | 2348.80 185 | 120.30 173 | 1504.30 187 | 474.40 173 | 1371.10 187 | 186.90 177 | 564.70 176 | 1078.90 189 | 219.30 173 | 256.40 168 |
|
casdiffmvs1 | | | 774.90 160 | 882.28 164 | 452.77 164 | 636.50 183 | 537.20 178 | 2348.80 185 | 120.30 173 | 1504.30 187 | 474.40 173 | 1371.10 187 | 186.90 177 | 564.70 176 | 1078.90 189 | 219.30 173 | 256.40 168 |
|
PVSNet | | 1207.94 6 | 829.56 167 | 937.18 168 | 506.69 173 | 645.55 187 | 585.72 185 | 2477.98 190 | 130.52 179 | 1578.29 192 | 509.50 178 | 1460.01 191 | 194.90 184 | 637.19 185 | 1170.78 194 | 267.07 183 | 297.17 177 |
|
CSCG | | | 826.03 166 | 963.29 169 | 414.24 163 | 421.52 166 | 426.11 170 | 2230.35 182 | 179.52 191 | 1827.44 196 | 733.43 197 | 933.12 170 | 281.25 195 | 545.23 174 | 1800.35 203 | 262.64 181 | 271.38 173 |
|
K. test v3 | | | 877.74 169 | 980.16 170 | 570.46 178 | 1316.85 211 | 813.15 199 | 2565.52 193 | 103.78 169 | 1509.49 191 | 548.33 181 | 1258.90 183 | 219.93 193 | 587.82 182 | 1102.37 193 | 196.30 168 | 310.42 180 |
|
OurMVSNet-221017-0 | | | 999.00 174 | 999.00 171 | 999.00 195 | 999.00 200 | 999.00 206 | 999.00 161 | 999.00 240 | 999.00 170 | 999.00 202 | 999.00 171 | 999.00 235 | 999.00 199 | 999.00 180 | 999.00 225 | 999.00 224 |
|
EPMVS | | | 999.00 174 | 999.00 171 | 999.00 195 | 999.00 200 | 999.00 206 | 999.00 161 | 999.00 240 | 999.00 170 | 999.00 202 | 999.00 171 | 999.00 235 | 999.00 199 | 999.00 180 | 999.00 225 | 999.00 224 |
|
sosnet | | | 1000.00 176 | 1000.00 173 | 1000.00 198 | 1000.00 203 | 1000.00 209 | 1000.00 164 | 1000.00 243 | 1000.00 172 | 1000.00 205 | 1000.00 174 | 1000.00 238 | 1000.00 202 | 1000.00 183 | 1000.00 228 | 1000.00 227 |
|
USDC | | | 1000.00 176 | 1000.00 173 | 1000.00 198 | 1000.00 203 | 1000.00 209 | 1000.00 164 | 1000.00 243 | 1000.00 172 | 1000.00 205 | 1000.00 174 | 1000.00 238 | 1000.00 202 | 1000.00 183 | 1000.00 228 | 1000.00 227 |
|
TinyColmap | | | 1000.00 176 | 1000.00 173 | 1000.00 198 | 1000.00 203 | 1000.00 209 | 1000.00 164 | 1000.00 243 | 1000.00 172 | 1000.00 205 | 1000.00 174 | 1000.00 238 | 1000.00 202 | 1000.00 183 | 1000.00 228 | 1000.00 227 |
|
MVSTER | | | 890.06 170 | 1005.91 176 | 542.52 174 | 736.13 192 | 653.90 191 | 2616.56 194 | 145.22 185 | 1692.10 195 | 555.69 185 | 1554.72 193 | 266.25 194 | 660.02 186 | 1219.66 195 | 266.84 182 | 313.64 181 |
|
PMVS | | 863.65 3 | 957.08 171 | 1054.11 177 | 666.00 185 | 401.00 165 | 495.00 174 | 3790.00 199 | 279.00 197 | 1607.00 194 | 521.00 180 | 1745.00 195 | 90.00 157 | 1105.00 207 | 639.00 166 | 415.00 194 | 398.00 192 |
Y. Furukawa, J. Ponce: Accurate, dense, and robust multiview stereopsis. PAMI (2010) |
PVSNet_0 | | 1661.03 9 | 968.54 173 | 1066.82 178 | 673.70 186 | 706.94 190 | 695.69 192 | 2669.02 195 | 153.52 187 | 2108.17 201 | 605.54 187 | 1679.14 194 | 213.26 192 | 886.75 194 | 1236.76 196 | 229.01 178 | 438.67 193 |
|
ACMH | | 993.80 5 | 967.92 172 | 1106.11 179 | 553.33 175 | 494.00 170 | 534.00 176 | 3581.00 197 | 136.00 180 | 1585.00 193 | 478.00 177 | 1871.00 196 | 90.00 157 | 839.00 191 | 1460.00 197 | 260.00 180 | 287.00 176 |
Qingshan Xu and Wenbing Tao: Multi-Scale Geometric Consistency Guided Multi-View Stereo. CVPR 2019 |
Patchmtry | | | 1090.75 180 | 1198.88 180 | 766.38 193 | 1290.90 209 | 485.90 173 | 2423.98 189 | 1267.30 246 | 1297.17 180 | 923.90 199 | 923.40 169 | 1215.54 242 | 990.23 197 | 667.90 167 | 779.80 207 | 823.02 208 |
|
ACMP | | 1246.57 7 | 1086.24 179 | 1235.17 181 | 639.45 181 | 596.53 174 | 639.91 189 | 3904.24 200 | 152.04 186 | 1851.54 197 | 566.58 186 | 1997.95 198 | 138.50 170 | 938.30 195 | 1605.46 199 | 303.70 189 | 340.14 183 |
Qingshan Xu and Wenbing Tao: Planar Prior Assisted PatchMatch Multi-View Stereo. AAAI 2020 |
test_0402 | | | 1110.00 181 | 1260.00 182 | 660.00 183 | 900.00 198 | 780.00 198 | 3300.00 196 | 210.00 194 | 2040.00 200 | 690.00 192 | 1950.00 197 | 300.00 198 | 810.00 190 | 1620.00 200 | 330.00 190 | 390.00 191 |
|
MVS_111021_LR | | | 1136.45 182 | 1298.72 183 | 649.64 182 | 756.17 193 | 726.26 195 | 3785.94 198 | 138.15 182 | 2190.64 202 | 629.63 190 | 2064.39 199 | 165.45 176 | 874.83 193 | 1678.43 202 | 279.70 184 | 347.82 186 |
|
ACMM | | 1311.08 8 | 1165.06 183 | 1332.72 184 | 662.07 184 | 584.90 172 | 715.99 194 | 4373.59 204 | 153.99 188 | 1880.27 198 | 709.02 194 | 2316.97 200 | 188.63 181 | 939.89 196 | 1484.30 198 | 302.78 188 | 330.34 182 |
Qingshan Xu and Wenbing Tao: Multi-Scale Geometric Consistency Guided Multi-View Stereo. CVPR 2019 |
MSLP-MVS++ | | | 1242.93 184 | 1411.08 185 | 738.48 191 | 712.71 191 | 712.68 193 | 4168.17 202 | 136.50 181 | 2276.40 203 | 613.28 189 | 2368.60 203 | 161.61 173 | 1130.38 208 | 1964.54 206 | 297.88 186 | 372.39 188 |
|
MG-MVS | | | 1256.50 185 | 1432.00 186 | 730.00 190 | 610.00 177 | 760.00 196 | 4720.00 205 | 169.00 189 | 1920.00 199 | 723.00 196 | 2510.00 206 | 201.00 186 | 1050.00 205 | 1645.00 201 | 390.00 193 | 380.00 189 |
|
ACMMPR | | | 1296.60 186 | 1480.82 187 | 743.96 192 | 899.25 197 | 763.47 197 | 4305.47 203 | 143.90 184 | 2530.94 206 | 683.99 191 | 2346.34 202 | 201.65 187 | 1098.25 206 | 1920.59 205 | 295.21 185 | 370.16 187 |
|
FPMVS | | | 1407.00 188 | 1495.59 188 | 1141.23 202 | 648.01 188 | 893.85 203 | 4124.00 201 | 503.81 219 | 3219.04 209 | 742.72 198 | 2498.84 205 | 157.98 172 | 1727.83 213 | 832.93 174 | 732.98 206 | 802.00 205 |
|
TSAR-MVS + GP. | | | 1386.84 187 | 1622.84 189 | 678.81 187 | 952.13 199 | 840.17 201 | 5358.21 208 | 170.75 190 | 2650.47 207 | 713.54 195 | 2394.28 204 | 209.42 191 | 855.56 192 | 1854.36 204 | 302.42 187 | 340.71 184 |
|
COLMAP_ROB | | 2144.59 11 | 1658.33 190 | 1869.33 190 | 1025.33 201 | 1030.00 206 | 1023.00 212 | 5311.00 207 | 359.00 201 | 3044.00 208 | 937.00 201 | 2892.00 207 | 332.00 200 | 1440.00 210 | 2312.00 208 | 607.00 196 | 613.00 197 |
Johannes L. Schönberger, Enliang Zheng, Marc Pollefeys, Jan-Michael Frahm: Pixelwise View Selection for Unstructured Multi-View Stereo. ECCV 2016 |
DeepC-MVS_fast | | 2190.19 12 | 1535.59 189 | 1886.82 191 | 481.89 170 | 847.73 194 | 830.16 200 | 7943.84 224 | 189.23 193 | 2398.83 204 | 691.73 193 | 2341.13 201 | 209.16 190 | 230.25 155 | 1999.25 207 | 360.46 191 | 385.25 190 |
Andreas Kuhn, Christian Sormann, Mattia Rossi, Oliver Erdler, Friedrich Fraundorfer: DeepC-MVS: Deep Confidence Prediction for Multi-View Stereo Reconstruction. 3DV 2020 |
F-COLMAP | | | 1878.17 191 | 2113.11 192 | 1173.33 205 | 1231.00 207 | 1174.00 213 | 6297.00 210 | 392.00 205 | 3356.00 211 | 1087.00 210 | 3082.00 208 | 361.00 204 | 1670.00 212 | 2523.00 210 | 689.00 199 | 676.00 202 |
|
CMPMVS | | 2623.62 15 | 1983.08 193 | 2156.14 193 | 1463.89 214 | 1414.80 213 | 1517.00 218 | 5239.20 206 | 867.40 233 | 3310.30 210 | 1128.70 212 | 3489.90 210 | 366.75 205 | 2030.20 222 | 2427.60 209 | 1160.60 232 | 844.46 211 |
M. Jancosek, T. Pajdla: Multi-View Reconstruction Preserving Weakly-Supported Surfaces. CVPR 2011 |
OpenMVS_ROB | | 1936.51 10 | 1959.51 192 | 2224.88 194 | 1163.39 204 | 1253.91 208 | 1434.22 216 | 7065.71 214 | 272.76 196 | 2472.29 205 | 1647.54 234 | 3538.72 211 | 200.37 185 | 1496.48 211 | 2575.17 211 | 997.45 224 | 559.48 196 |
|
MVS-HIRNet | | | 2125.39 194 | 2452.68 195 | 1143.53 203 | 2938.33 240 | 1446.92 217 | 6083.19 209 | 391.74 204 | 3801.71 213 | 1202.10 214 | 3439.72 209 | 492.73 210 | 1304.35 209 | 3048.25 214 | 676.32 198 | 679.32 203 |
|
PLC | | 2858.82 16 | 2192.92 195 | 2474.00 196 | 1349.67 207 | 1407.00 212 | 1356.00 215 | 7164.00 215 | 475.00 217 | 3970.00 214 | 1237.00 216 | 3765.00 214 | 451.00 207 | 1891.00 218 | 3006.00 213 | 791.00 212 | 802.00 205 |
Jie Liao, Yanping Fu, Qingan Yan, Chunxia xiao: Pyramid Multi-View Stereo with Local Consistency. Pacific Graphics 2019 |
OpenMVS | | 2352.88 13 | 2263.08 196 | 2530.89 197 | 1459.67 213 | 1767.00 220 | 1591.00 221 | 7932.00 223 | 399.00 206 | 3643.00 212 | 1176.00 213 | 3569.00 212 | 297.00 197 | 1927.00 220 | 3302.00 215 | 693.00 201 | 861.00 212 |
|
PCF-MVS | | 4335.85 20 | 2272.23 197 | 2597.03 198 | 1297.84 206 | 1701.20 215 | 1332.37 214 | 8105.11 225 | 451.45 213 | 4031.84 215 | 1099.10 211 | 3966.50 215 | 467.45 208 | 1734.05 214 | 2701.68 212 | 848.94 216 | 827.11 209 |
Andreas Kuhn, Shan Lin, Oliver Erdler: Plane Completion and Filtering for Multi-View Stereo Reconstruction. GCPR 2019 |
CHOSEN 280x420 | | | 2340.81 198 | 2643.03 199 | 1434.14 208 | 2025.55 230 | 1629.36 223 | 6542.40 211 | 412.49 207 | 4219.70 216 | 1547.02 225 | 4328.52 217 | 650.74 220 | 1798.26 215 | 3333.17 216 | 727.72 203 | 874.79 213 |
|
CHOSEN 1792x2688 | | | 2340.81 198 | 2643.03 199 | 1434.14 208 | 2025.55 230 | 1629.36 223 | 6542.40 211 | 412.49 207 | 4219.70 216 | 1547.02 225 | 4328.52 217 | 650.74 220 | 1798.26 215 | 3333.17 216 | 727.72 203 | 874.79 213 |
|
HyFIR lowres test | | | 2340.81 198 | 2643.03 199 | 1434.14 208 | 2025.55 230 | 1629.36 223 | 6542.40 211 | 412.49 207 | 4219.70 216 | 1547.02 225 | 4328.52 217 | 650.74 220 | 1798.26 215 | 3333.17 216 | 727.72 203 | 874.79 213 |
|
3Dnovator | | 2482.06 14 | 2531.17 201 | 2839.56 202 | 1606.00 215 | 1732.00 217 | 1557.00 220 | 8375.00 227 | 483.00 218 | 4370.00 219 | 1371.00 220 | 4200.00 216 | 350.00 202 | 2207.00 223 | 3877.00 222 | 798.00 213 | 1054.00 230 |
|
tpmrst | | | 2557.50 202 | 2847.12 203 | 1688.66 218 | 1784.08 221 | 1778.25 234 | 7445.50 221 | 342.14 200 | 4471.54 220 | 1534.55 224 | 4382.10 220 | 530.10 214 | 2361.21 226 | 4142.81 224 | 991.22 223 | 926.51 218 |
|
AdaColmap | | | 2570.77 203 | 2948.61 204 | 1437.24 211 | 1873.64 222 | 1526.60 219 | 7819.77 222 | 373.97 202 | 4970.45 223 | 1479.29 222 | 4648.46 222 | 525.80 213 | 1904.97 219 | 4150.42 225 | 695.69 202 | 880.14 216 |
|
DeepPCF-MVS | | 3452.42 18 | 2670.71 205 | 3021.57 205 | 1618.12 216 | 2377.67 235 | 1751.39 233 | 8915.70 230 | 567.44 224 | 4569.74 221 | 1236.84 215 | 4615.63 221 | 513.23 211 | 2291.32 224 | 3515.48 219 | 882.39 218 | 811.66 207 |
|
LF4IMVS | | | 2699.50 206 | 3049.67 206 | 1649.00 217 | 1755.00 218 | 1689.00 227 | 8330.00 226 | 464.00 215 | 4997.00 224 | 1528.00 223 | 4763.00 223 | 568.00 216 | 2296.00 225 | 4215.00 226 | 827.00 215 | 962.00 221 |
|
SD-MVS | | | 2654.53 204 | 3055.56 207 | 1451.45 212 | 1725.60 216 | 1598.35 222 | 9203.30 231 | 315.86 199 | 5016.02 225 | 1363.85 219 | 4894.28 224 | 387.23 206 | 2023.43 221 | 3973.88 223 | 620.04 197 | 732.56 204 |
|
Vis-MVSNet | | | 2877.42 207 | 3170.00 208 | 1999.67 225 | 1673.00 214 | 2042.00 239 | 8593.00 228 | 474.00 216 | 6452.00 236 | 1268.00 217 | 5125.00 225 | 339.00 201 | 3004.00 235 | 4222.00 227 | 384.00 192 | 953.00 220 |
Jingyang Zhang, Yao Yao, Shiwei Li, Zixin Luo, Tian Fang: Visibility-aware Multiview Stereo Network. BMVC 2020 |
SteuartSystems-ACMMP | | | 2891.50 208 | 3284.78 209 | 1711.67 219 | 1954.00 223 | 1655.00 226 | 10117.00 236 | 445.00 212 | 5102.00 226 | 1375.00 221 | 5126.00 226 | 351.00 203 | 2638.00 232 | 4402.00 228 | 691.00 200 | 842.00 210 |
Skip Steuart: Steuart Systems R&D Blog. |
3Dnovator+ | | 3414.41 17 | 3146.67 209 | 3537.00 210 | 1975.67 223 | 2310.00 233 | 2005.00 238 | 10100.00 235 | 626.00 226 | 5753.00 227 | 1803.00 237 | 5179.00 227 | 487.00 209 | 2622.00 230 | 4550.00 229 | 1025.00 231 | 1300.00 233 |
|
DeepC-MVS | | 3917.13 19 | 3155.06 210 | 3601.83 211 | 1814.72 221 | 2515.52 237 | 1941.53 236 | 10432.50 237 | 589.42 225 | 4789.45 222 | 1298.65 218 | 7677.31 235 | 578.35 217 | 2589.53 227 | 3611.78 221 | 923.52 221 | 913.10 217 |
Andreas Kuhn, Christian Sormann, Mattia Rossi, Oliver Erdler, Friedrich Fraundorfer: DeepC-MVS: Deep Confidence Prediction for Multi-View Stereo Reconstruction. 3DV 2020 |
OPM-MVS | | | 3268.00 211 | 3762.89 212 | 1783.33 220 | 1756.00 219 | 1806.00 235 | 12319.00 239 | 307.00 198 | 6319.00 235 | 1557.00 228 | 5763.00 228 | 302.00 199 | 2609.00 229 | 5061.00 232 | 482.00 195 | 935.00 219 |
|
TAPA-MVS | | 6309.84 21 | 3374.90 212 | 3806.99 213 | 2078.63 227 | 2535.47 238 | 2499.25 242 | 8816.16 229 | 456.05 214 | 6255.60 234 | 1664.52 235 | 6704.88 232 | 629.95 218 | 2768.38 233 | 6343.93 236 | 856.35 217 | 968.25 222 |
Andrea Romanoni, Matteo Matteucci: TAPA-MVS: Textureless-Aware PAtchMatch Multi-View Stereo. ICCV 2019 |
tpm2 | | | 3617.85 214 | 4007.23 214 | 2449.73 228 | 2012.71 225 | 1698.05 228 | 7351.19 216 | 869.29 234 | 6132.06 229 | 1588.28 229 | 8007.42 236 | 1281.09 243 | 3888.11 240 | 7472.04 239 | 1351.00 234 | 1763.02 239 |
|
tpm cat1 | | | 3617.85 214 | 4007.23 214 | 2449.73 228 | 2012.71 225 | 1698.05 228 | 7351.19 216 | 869.29 234 | 6132.06 229 | 1588.28 229 | 8007.42 236 | 1281.09 243 | 3888.11 240 | 7472.04 239 | 1351.00 234 | 1763.02 239 |
|
tpmp4_e23 | | | 3617.85 214 | 4007.23 214 | 2449.73 228 | 2012.71 225 | 1698.05 228 | 7351.19 216 | 869.29 234 | 6132.06 229 | 1588.28 229 | 8007.42 236 | 1281.09 243 | 3888.11 240 | 7472.04 239 | 1351.00 234 | 1763.02 239 |
|
CostFormer | | | 3617.85 214 | 4007.23 214 | 2449.73 228 | 2012.71 225 | 1698.05 228 | 7351.19 216 | 869.29 234 | 6132.06 229 | 1588.28 229 | 8007.42 236 | 1281.09 243 | 3888.11 240 | 7472.04 239 | 1351.00 234 | 1763.02 239 |
|
tpm | | | 3617.85 214 | 4007.23 214 | 2449.73 228 | 2012.71 225 | 1698.05 228 | 7351.19 216 | 869.29 234 | 6132.06 229 | 1588.28 229 | 8007.42 236 | 1281.09 243 | 3888.11 240 | 7472.04 239 | 1351.00 234 | 1763.02 239 |
|
TSAR-MVS + MP. | | | 3528.01 213 | 4065.89 219 | 1914.35 222 | 2349.10 234 | 2141.30 240 | 12362.70 240 | 417.60 211 | 6717.80 240 | 1759.40 236 | 6497.50 230 | 518.18 212 | 2629.38 231 | 5164.32 233 | 806.40 214 | 972.38 223 |
|
MVS_111021_HR | | | 3742.80 219 | 4330.34 220 | 1980.20 224 | 2484.31 236 | 2259.52 241 | 14973.80 243 | 515.90 223 | 6500.13 237 | 1949.21 239 | 6146.89 229 | 535.66 215 | 2593.66 228 | 4880.76 231 | 986.37 222 | 1087.43 231 |
|
MAR-MVS | | | 3973.16 220 | 4387.92 221 | 2728.86 234 | 3345.27 241 | 3341.39 246 | 11403.90 238 | 798.76 231 | 6555.62 239 | 2569.29 241 | 6514.86 231 | 834.97 232 | 3237.43 237 | 5891.08 234 | 1577.54 240 | 1607.76 234 |
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 |
API-MVS | | | 4380.83 222 | 4906.56 222 | 2803.67 235 | 3844.00 242 | 3116.00 245 | 13454.00 241 | 901.00 239 | 6511.00 238 | 2794.00 242 | 7365.00 234 | 754.00 229 | 3634.00 238 | 6622.00 237 | 1914.00 243 | 1661.00 237 |
|
HSP-MVS | | | 4296.20 221 | 4911.12 223 | 2451.45 233 | 2725.60 239 | 2598.35 243 | 16203.30 244 | 515.86 222 | 7016.02 241 | 2363.85 240 | 6894.28 233 | 887.23 233 | 3023.43 236 | 5973.88 235 | 1620.04 241 | 1732.56 238 |
|
OMC-MVS | | | 5022.26 223 | 5748.82 224 | 2842.58 236 | 4905.27 244 | 3101.27 244 | 14933.60 242 | 812.24 232 | 9278.40 242 | 2959.29 243 | 8800.17 241 | 1092.24 241 | 3806.30 239 | 7568.54 244 | 1389.60 239 | 1620.18 236 |
|
CLD-MVS | | | 7338.25 224 | 8341.00 225 | 4330.00 237 | 4902.00 243 | 4991.00 247 | 23318.00 246 | 728.00 230 | 14437.00 248 | 4378.00 245 | 13379.00 245 | 824.00 231 | 5708.00 245 | 11429.00 249 | 1674.00 242 | 2291.00 244 |
Zhaoxin Li, Wangmeng Zuo, Zhaoqi Wang, Lei Zhang: Confidence-based Large-scale Dense Multi-view Stereo. IEEE Transaction on Image Processing, 2020 |
LS3D | | | 7684.71 225 | 8776.23 226 | 4410.16 238 | 5298.55 245 | 5631.53 248 | 34329.90 248 | 1504.57 248 | 11554.00 247 | 3896.41 244 | 15111.00 246 | 812.19 230 | 5985.63 246 | 3516.20 220 | 2963.23 244 | 1613.31 235 |
|
UA-Net | | | 10000.00 226 | 10000.00 227 | 10000.00 240 | 10000.00 248 | 10000.00 251 | 10000.00 232 | 10000.00 253 | 10000.00 243 | 10000.00 248 | 10000.00 242 | 10000.00 250 | 10000.00 247 | 10000.00 245 | 10000.00 247 | 10000.00 247 |
|
uncertanet | | | 10000.00 226 | 10000.00 227 | 10000.00 240 | 10000.00 248 | 10000.00 251 | 10000.00 232 | 10000.00 253 | 10000.00 243 | 10000.00 248 | 10000.00 242 | 10000.00 250 | 10000.00 247 | 10000.00 245 | 10000.00 247 | 10000.00 247 |
|
uanet | | | 10000.00 226 | 10000.00 227 | 10000.00 240 | 10000.00 248 | 10000.00 251 | 10000.00 232 | 10000.00 253 | 10000.00 243 | 10000.00 248 | 10000.00 242 | 10000.00 250 | 10000.00 247 | 10000.00 245 | 10000.00 247 | 10000.00 247 |
|
MVE | | 10021.00 22 | 10550.67 229 | 10002.44 230 | 12195.33 243 | 6242.00 246 | 8768.00 250 | 30896.00 247 | 4451.00 250 | 10331.00 246 | 6247.00 246 | 18296.00 247 | 283.00 196 | 21484.00 251 | 7364.00 238 | 5912.00 246 | 6334.00 246 |
Simon Fuhrmann, Fabian Langguth, Michael Goesele: MVE - A Multi-View Reconstruction Environment. EUROGRAPHICS Workshops on Graphics and Cultural Heritage (2014) |
CNLPA | | | 10738.67 230 | 11772.44 231 | 7637.33 239 | 9120.00 247 | 8206.00 249 | 22252.00 245 | 2010.00 249 | 24984.00 249 | 7458.00 247 | 22596.00 248 | 2940.00 248 | 10260.00 250 | 11100.00 248 | 3492.00 245 | 4446.00 245 |
|
LTVRE_ROB | | 20565.47 23 | 23378.08 231 | 22805.00 232 | 25097.33 244 | 15500.00 251 | 19201.00 254 | 42712.00 249 | 6055.00 251 | 38388.00 250 | 16926.00 251 | 38534.00 249 | 7071.00 249 | 35653.00 252 | 29475.00 250 | 10584.00 250 | 20438.00 251 |
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 | | | 32606.17 232 | 34443.44 233 | 27094.33 245 | 29249.00 252 | 25246.00 255 | 51144.00 250 | 6705.00 252 | 42886.00 251 | 22888.00 252 | 48534.00 250 | 13263.00 253 | 37507.00 253 | 79298.00 251 | 16024.00 251 | 18530.00 250 |
|
114514_t | | | 99999.00 233 | 99999.00 234 | 99999.00 246 | 99999.00 253 | 99999.00 256 | 99999.00 251 | 99999.00 256 | 99999.00 252 | 99999.00 253 | 99999.00 251 | 99999.00 254 | 99999.00 254 | 99999.00 252 | 99999.00 252 | 99999.00 252 |
|
PHI-MVS | | | 99999.00 233 | 99999.00 234 | 99999.00 246 | 99999.00 253 | 99999.00 256 | 99999.00 251 | 99999.00 256 | 99999.00 252 | 99999.00 253 | 99999.00 251 | 99999.00 254 | 99999.00 254 | 99999.00 252 | 99999.00 252 | 99999.00 252 |
|
XVG-OURS-SEG-HR | | | 999999.00 238 | 999999.00 236 | 999999.00 248 | 999999.00 255 | 999999.00 258 | 999999.00 253 | 999999.00 258 | 999999.00 254 | 999999.00 255 | 999999.00 253 | 999999.00 256 | 999999.00 256 | 999999.00 254 | 999999.00 254 | 999999.00 254 |
|
XVG-OURS | | | 999999.00 238 | 999999.00 236 | 999999.00 248 | 999999.00 255 | 999999.00 258 | 999999.00 253 | 999999.00 258 | 999999.00 254 | 999999.00 255 | 999999.00 253 | 999999.00 256 | 999999.00 256 | 999999.00 254 | 999999.00 254 | 999999.00 254 |
|
XVG-ACMP-BASELINE | | | 999999.00 238 | 999999.00 236 | 999999.00 248 | 999999.00 255 | 999999.00 258 | 999999.00 253 | 999999.00 258 | 999999.00 254 | 999999.00 255 | 999999.00 253 | 999999.00 256 | 999999.00 256 | 999999.00 254 | 999999.00 254 | 999999.00 254 |
|
MP-MVS-pluss | | | 833433.63 235 | 1111219.60 239 | 75.70 134 | 74.28 134 | 73.29 139 | 284.50 135 | 11.35 131 | 238.58 141 | 65.86 137 | 255.35 150 | 14.55 130 | 115.69 152 | 10000000.00 257 | 31.94 130 | 38.12 137 |
MP-MVS-pluss: MP-MVS-pluss. MP-MVS-pluss |
zzz-MVS | | | 833442.10 236 | 1111233.77 240 | 67.09 128 | 65.59 132 | 64.81 137 | 284.50 135 | 10000000.00 261 | 219.97 139 | 59.62 135 | 229.89 144 | 12.72 128 | 103.00 149 | 203.67 150 | 27.93 128 | 33.46 128 |
|
MTAPA | | | 833442.10 236 | 1111233.77 240 | 67.09 128 | 65.59 132 | 64.81 137 | 284.50 135 | 10000000.00 261 | 219.97 139 | 59.62 135 | 229.89 144 | 12.72 128 | 103.00 149 | 203.67 150 | 27.93 128 | 33.46 128 |
|
0601test | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
Anonymous20240529 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
Anonymous202405211 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
Anonymous20240521 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
our_test_3 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
ppachtmachnet_test | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
SMA-MVS | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
tfpn111 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
conf0.01 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
ESAPD | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
conf0.002 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
thresconf0.02 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
tfpn_n400 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
tfpnconf | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
tfpnview11 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
tfpn1000 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
tfpn_ndepth | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
conf200view11 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
thres100view900 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
tfpnnormal | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
tfpn200view9 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
view600 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
view800 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
conf0.05thres1000 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
tfpn | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
v1.0 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
pmmvs6 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
pmmvs5 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
Anonymous20231211 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
pmmvs-eth3d | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
Anonymous20231206 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
Patchmatch-test1 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
Patchmatch-test | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
Patchmatch-RL test | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
canonicalmvs | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
anonymousdsp | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
FIs | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
FC-MVSNet-test | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
sosnet-low-res | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
AllTest | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
testing_2 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
test_normal | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
HPM-MVS++ | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
XVS | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
pm-mvs1 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
X-MVStestdata | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
APDe-MVS | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
APD-MVS_3200maxsize | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
pmmvs4 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
test-LLR | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
TESTMET0.1,1 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
test-mter | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
testgi | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
test20.03 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
thres600view7 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
1111 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
.test1245 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
MP-MVS | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
Rongxuan Tan, Qing Wang, et al.: MP-MVS: Multi-Scale Windows PatchMatch and Planar Prior Multi-View Stereo. |
testmvs | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
thres400 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
test123 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
thres200 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
test0.0.03 1 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
test12356 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
testus | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
pmmvs3 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
testmv | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
EMVS | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
E-PMN | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
test2356 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
test1235678 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
PGM-MVS | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
MCST-MVS | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
MVS_Test | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
PMMVS2 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
PM-MVS | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
HQP_MVS | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
mPP-MVS | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
DI_MVS_plusplus_test | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
DWT-MVSNet_test | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
Test4 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
HPM-MVS_fast | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
PatchFormer-LS_test | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
testpf | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
HPM-MVS | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
Chunlin Ren, Qingshan Xu, Shikun Zhang, Jiaqi Yang: Hierarchical Prior Mining for Non-local Multi-View Stereo. ICCV 2023 |
LPG-MVS_test | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
EPNet_dtu | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
Wanjuan Su, Wenbing Tao: Efficient Edge-Preserving Multi-View Stereo Network for Depth Estimation. AAAI 2023 |
EPNet | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
Wanjuan Su, Wenbing Tao: Efficient Edge-Preserving Multi-View Stereo Network for Depth Estimation. AAAI 2023 |
CNVR-MVS | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
NCCC | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
CP-MVS | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
no-one | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
CPTT-MVS | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
HQP-MVS | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
IS-MVSNet | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
PAPM_NR | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
PAPR | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
Vis-MVSNet (Re-imp) | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
PatchMatch-RL | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
TDRefinement | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
EPP-MVSNet | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
PMMVS | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
PAPM | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
ACMMP | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
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 | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
PNet_i23d | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
wuyk23d | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
wuykxyi23d | | | 10000000.00 241 | 10000000.00 242 | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
APD-MVS | | | 1000000000.00 349 | 1000000000.00 350 | 1000000000.00 363 | 1000000000.00 376 | 1000000000.00 379 | 1000000000.00 370 | 1000000000.00 379 | 1000000000.00 372 | 1000000000.00 374 | 1000000000.00 372 | 1000000000.00 378 | 1000000000.00 376 | 1000000000.00 373 | 1000000000.00 373 | 1000000000.00 373 |
Yuesong Wang, Zhaojie Zeng and etc.: Adaptive Patch Deformation for Textureless-Resilient Multi-View Stereo. CVPR2023 |
GSMVS | | | | | | | | | | | | | | | | | 10000000.00 257 |
|
test_part2 | | | | | | 10000000.00 258 | 10000000.00 261 | | | | 10000000.00 258 | | | | | | |
|
test_part1 | | | | | 10000000.00 251 | | 10000000.00 261 | 10000000.00 256 | 10000000.00 261 | | | | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
sam_mvs1 | | | | | | | | | | | | | 10000000.00 259 | | | | 10000000.00 257 |
|
sam_mvs | | | | | | | | | | | | | 10000000.00 259 | | | | |
|
semantic-postprocess | | | | | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
ambc | | | | | 999.00 195 | 999.00 200 | 999.00 206 | 999.00 161 | 999.00 240 | | 999.00 202 | 999.00 171 | 999.00 235 | 999.00 199 | 999.00 180 | 999.00 225 | 999.00 224 |
|
MTGPA | | | | | | | | | 10000000.00 261 | | | | | | | | |
|
test_post1 | | | | | | | | 10000000.00 256 | | | | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | | |
|
test_post | | | | | | | | | | | | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | | | |
|
patchmatchnet-post | | | | | | | | | | | | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | | | |
|
GG-mvs-BLEND | | | | | 596.01 179 | 611.29 178 | 600.33 186 | 790.30 157 | 513.12 220 | | 552.71 182 | 567.40 153 | 662.54 225 | 531.67 170 | 503.93 156 | 779.80 207 | 656.02 198 |
|
MTMP | | | | | | | | 10000000.00 256 | 10000000.00 261 | | | | | | | | |
|
gm-plane-assit | | | | | | 611.29 178 | 600.33 186 | | | 579.21 156 | | 567.40 153 | | 531.67 170 | 503.93 156 | | |
|
test9_res | | | | | | | | | | | | | | | 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 | | | |
|
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 | | | |
|
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 | | | |
|
TestCases | | | | | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
test_prior4 | | | | | | | 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 | |
|
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‡ 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 |
|
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 | | | | | | | | | |
|
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 |
|
testdata2 | | | | | | | | | | | | | | 0.00 1 | 0.00 1 | | |
|
segment_acmp | | | | | | | | | | | | | 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 |
|
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 | | | | | | 10000000.00 258 | 10000000.00 261 | | | | | | | | | | |
|
plane_prior6 | | | | | | 10000000.00 258 | 10000000.00 261 | | | | | | 10000000.00 259 | | | | |
|
plane_prior5 | | | | | | | | | 10000000.00 261 | | | | | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
plane_prior4 | | | | | | | | | | | | 10000000.00 256 | | | | | |
|
plane_prior3 | | | | | | | 10000000.00 261 | | | 10000000.00 257 | 10000000.00 258 | | | | | | |
|
plane_prior2 | | | | | | | | 10000000.00 256 | | 10000000.00 257 | | | | | | | |
|
plane_prior1 | | | | | | 10000000.00 258 | | | | | | | | | | | |
|
plane_prior | | | | | | | 1.00 64 | 2.00 93 | | 2.00 94 | | | | | | 2.00 93 | |
|
n2 | | | | | | | | | 14.20 133 | | | | | | | | |
|
nn | | | | | | | | | 1.42 69 | | | | | | | | |
|
door-mid | | | | | | | | | 1.42 69 | | | | | | | | |
|
lessismore_v0 | | | | | 569.20 177 | 667.25 189 | 644.68 190 | | 96.45 165 | | 428.86 171 | 1514.17 192 | 204.21 189 | 756.58 187 | 1061.60 188 | 197.79 169 | 306.34 179 |
|
LGP-MVS_train | | | | | 10000000.00 251 | 10000000.00 258 | 10000000.00 261 | | 10000000.00 261 | 10000000.00 257 | 10000000.00 258 | 10000000.00 256 | 10000000.00 259 | 10000000.00 259 | 10000000.00 257 | 10000000.00 257 | 10000000.00 257 |
|
test11 | | | | | | | | | 1.00 64 | | | | | | | | |
|
door | | | | | | | | | 99.00 167 | | | | | | | | |
|
HQP5-MVS | | | | | | | 10000000.00 261 | | | | | | | | | | |
|
HQP-NCC | | | | | | 10000000.00 258 | | 10000000.00 256 | | 10000000.00 257 | 10000000.00 258 | | | | | | |
|
ACMP_Plane | | | | | | 10000000.00 258 | | 10000000.00 256 | | 10000000.00 257 | 10000000.00 258 | | | | | | |
|
BP-MVS | | | | | | | | | | | | | | | 10000000.00 257 | | |
|
HQP4-MVS | | | | | | | | | | | 10000000.00 258 | | | 10000000.00 259 | | | 10000000.00 257 |
|
HQP3-MVS | | | | | | | | | 10000000.00 261 | | | | | | | 10000000.00 257 | |
|
HQP2-MVS | | | | | | | | | | | | | 10000000.00 259 | | | | |
|
NP-MVS | | | | | | 10000000.00 258 | 10000000.00 261 | | | | | 10000000.00 256 | | | | | |
|
MDTV_nov1_ep13_2view | | | | | | | 9.99 116 | 9.99 113 | | 9.99 114 | 9.99 114 | | 9.99 114 | | 9.99 112 | | 9.99 114 |
|
ACMMP++_ref | | | | | | | | | | | | | | | | 10000000.00 257 | |
|
ACMMP++ | | | | | | | | | | | | | | | | 10000000.00 257 | |
|
Test By Simon | | | | | | | | | | | | | 990.00 234 | | | | |
|
ITE_SJBPF | | | | | 2014.00 226 | 1998.00 224 | 1992.00 237 | | 701.00 229 | 5989.00 228 | 1812.00 238 | 3612.00 213 | 650.00 219 | 2852.00 234 | 4601.00 230 | 1195.00 233 | 1198.00 232 |
|
DeepMVS_CX | | | | | 1.00 58 | 1.00 63 | 1.00 64 | | 1.00 64 | 1.00 63 | 1.00 63 | 1.00 61 | 1.00 63 | 1.00 64 | 1.00 62 | 1.00 62 | 1.00 63 |
|