ETV-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 | 0.00 1 |
|
EIA-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 | 0.00 1 |
|
CS-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 | 0.00 1 |
|
SMA-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 | 0.00 1 |
|
Fast-Effi-MVS+-dtu | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 |
|
Effi-MVS+-dtu | | | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 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 | 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 | 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 |
|
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 | 0.00 1 |
|
v144192 | | | 0.40 10 | 0.40 10 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 10 | 0.40 10 | 0.40 11 | 0.40 11 |
|
v1921920 | | | 0.40 10 | 0.40 10 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 10 | 0.40 10 | 0.40 11 | 0.40 11 |
|
v1192 | | | 0.40 10 | 0.40 10 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 10 | 0.40 10 | 0.40 11 | 0.40 11 |
|
v1144 | | | 0.40 10 | 0.40 10 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 10 | 0.40 10 | 0.40 11 | 0.40 11 |
|
v148 | | | 0.40 10 | 0.40 10 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 10 | 0.40 10 | 0.40 11 | 0.40 11 |
|
v7n | | | 0.40 10 | 0.40 10 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 10 | 0.40 10 | 0.40 11 | 0.40 11 |
|
v1240 | | | 0.40 10 | 0.40 10 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 10 | 0.40 10 | 0.40 11 | 0.40 11 |
|
v8 | | | 0.40 10 | 0.40 10 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 10 | 0.40 10 | 0.40 11 | 0.40 11 |
|
v10 | | | 0.40 10 | 0.40 10 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 10 | 0.40 10 | 0.40 11 | 0.40 11 |
|
v2v482 | | | 0.40 10 | 0.40 10 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 10 | 0.40 10 | 0.40 11 | 0.40 11 |
|
V42 | | | 0.40 10 | 0.40 10 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 10 | 0.40 10 | 0.40 11 | 0.40 11 |
|
GA-MVS | | | 0.40 10 | 0.40 10 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 11 | 0.40 10 | 0.40 10 | 0.40 11 | 0.40 11 |
|
Fast-Effi-MVS+ | | | 0.41 22 | 0.41 22 | 0.41 23 | 0.41 23 | 0.41 23 | 0.41 23 | 0.41 23 | 0.41 23 | 0.41 23 | 0.41 23 | 0.41 23 | 0.41 23 | 0.41 22 | 0.41 22 | 0.41 23 | 0.41 23 |
|
Effi-MVS+ | | | 0.53 23 | 0.53 23 | 0.53 24 | 0.53 24 | 0.53 24 | 0.53 24 | 0.53 24 | 0.53 24 | 0.53 24 | 0.53 24 | 0.53 24 | 0.53 24 | 0.53 23 | 0.53 23 | 0.53 24 | 0.53 24 |
|
CDS-MVSNet | | | 0.88 24 | 0.88 24 | 0.88 25 | 0.88 25 | 0.88 25 | 0.88 25 | 0.88 25 | 0.88 25 | 0.88 25 | 0.88 25 | 0.88 25 | 0.88 25 | 0.88 24 | 0.88 24 | 0.88 25 | 0.88 25 |
Khang Truong Giang, Soohwan Song, Sungho Jo: Curvature-guided dynamic scale networks for Multi-view Stereo. ICLR 2022 |
TAMVS | | | 0.88 24 | 0.88 24 | 0.88 25 | 0.88 25 | 0.88 25 | 0.88 25 | 0.88 25 | 0.88 25 | 0.88 25 | 0.88 25 | 0.88 25 | 0.88 25 | 0.88 24 | 0.88 24 | 0.88 25 | 0.88 25 |
|
DeepMVS_CX | | | | | | | 1.00 27 | 1.00 27 | 1.00 27 | 1.00 27 | 1.00 27 | 1.00 27 | 1.00 27 | 1.00 27 | 1.00 26 | | 1.00 27 | 1.00 27 |
|
MDA-MVSNet-bldmvs | | | 1.20 26 | 1.20 26 | 1.20 27 | 1.20 27 | 1.20 28 | 1.20 28 | 1.20 28 | 1.20 28 | 1.20 28 | 1.20 28 | 1.20 28 | 1.20 28 | 1.20 27 | 1.20 26 | 1.20 28 | 1.20 28 |
|
CVMVSNet | | | 1.42 27 | 1.42 27 | 1.42 28 | 1.42 28 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 28 | 1.42 27 | 1.42 29 | 1.42 29 |
|
EU-MVSNet | | | 1.42 27 | 1.42 27 | 1.42 28 | 1.42 28 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 28 | 1.42 27 | 1.42 29 | 1.42 29 |
|
PS-CasMVS | | | 1.42 27 | 1.42 27 | 1.42 28 | 1.42 28 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 28 | 1.42 27 | 1.42 29 | 1.42 29 |
|
UniMVSNet_NR-MVSNet | | | 1.42 27 | 1.42 27 | 1.42 28 | 1.42 28 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 28 | 1.42 27 | 1.42 29 | 1.42 29 |
|
PEN-MVS | | | 1.42 27 | 1.42 27 | 1.42 28 | 1.42 28 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 28 | 1.42 27 | 1.42 29 | 1.42 29 |
|
TransMVSNet (Re) | | | 1.42 27 | 1.42 27 | 1.42 28 | 1.42 28 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 28 | 1.42 27 | 1.42 29 | 1.42 29 |
|
DTE-MVSNet | | | 1.42 27 | 1.42 27 | 1.42 28 | 1.42 28 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 28 | 1.42 27 | 1.42 29 | 1.42 29 |
|
DU-MVS | | | 1.42 27 | 1.42 27 | 1.42 28 | 1.42 28 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 28 | 1.42 27 | 1.42 29 | 1.42 29 |
|
UniMVSNet (Re) | | | 1.42 27 | 1.42 27 | 1.42 28 | 1.42 28 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 28 | 1.42 27 | 1.42 29 | 1.42 29 |
|
CP-MVSNet | | | 1.42 27 | 1.42 27 | 1.42 28 | 1.42 28 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 28 | 1.42 27 | 1.42 29 | 1.42 29 |
|
WR-MVS_H | | | 1.42 27 | 1.42 27 | 1.42 28 | 1.42 28 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 28 | 1.42 27 | 1.42 29 | 1.42 29 |
|
WR-MVS | | | 1.42 27 | 1.42 27 | 1.42 28 | 1.42 28 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 28 | 1.42 27 | 1.42 29 | 1.42 29 |
|
NR-MVSNet | | | 1.42 27 | 1.42 27 | 1.42 28 | 1.42 28 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 28 | 1.42 27 | 1.42 29 | 1.42 29 |
|
Baseline_NR-MVSNet | | | 1.42 27 | 1.42 27 | 1.42 28 | 1.42 28 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 28 | 1.42 27 | 1.42 29 | 1.42 29 |
|
TranMVSNet+NR-MVSNet | | | 1.42 27 | 1.42 27 | 1.42 28 | 1.42 28 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 29 | 1.42 28 | 1.42 27 | 1.42 29 | 1.42 29 |
|
CDPH-MVS | | | 6.66 42 | 6.66 42 | 6.66 43 | 6.66 43 | 6.66 44 | 6.66 44 | 6.66 44 | 6.66 44 | 6.66 44 | 6.66 44 | 6.66 44 | 6.66 44 | 6.66 43 | 6.66 42 | 6.66 44 | 6.66 44 |
|
MDTV_nov1_ep13_2view | | | 9.99 43 | 9.99 43 | 9.99 44 | 9.99 44 | 9.99 45 | 9.99 45 | 9.99 45 | 9.99 45 | 9.99 45 | 9.99 45 | 9.99 45 | 9.99 45 | 9.99 44 | 9.99 43 | 9.99 45 | 9.99 45 |
|
MDTV_nov1_ep13 | | | 9.99 43 | 9.99 43 | 9.99 44 | 9.99 44 | 9.99 45 | 9.99 45 | 9.99 45 | 9.99 45 | 9.99 45 | 9.99 45 | 9.99 45 | 9.99 45 | 9.99 44 | 9.99 43 | 9.99 45 | 9.99 45 |
|
GBi-Net | | | 39.84 45 | 35.75 45 | 44.63 46 | 43.04 46 | 49.88 47 | 51.06 47 | 86.51 48 | 35.34 47 | 17.20 47 | 29.83 47 | 15.85 47 | 43.43 49 | 35.35 46 | 35.70 45 | 26.51 49 | 48.28 49 |
|
XVS | | | | | | 52.20 47 | 52.20 48 | 52.20 48 | | | 52.20 57 | | 52.20 66 | | | | 52.20 50 | |
|
X-MVStestdata | | | | | | 52.20 47 | 52.20 48 | 52.20 48 | | | 52.20 57 | | 52.20 66 | | | | 52.20 50 | |
|
X-MVS | | | 52.20 46 | 52.20 46 | 52.20 47 | 52.20 47 | 52.20 48 | 52.20 48 | 52.20 47 | 52.20 48 | 52.20 57 | 52.20 48 | 52.20 66 | 52.20 50 | 52.20 47 | 52.20 46 | 52.20 50 | 52.20 50 |
|
new_pmnet | | | 75.00 47 | 74.67 47 | 75.39 48 | 85.42 50 | 96.03 52 | 98.77 51 | 173.23 49 | 69.57 49 | 36.19 48 | 56.93 49 | 117.43 70 | 32.98 47 | 85.38 55 | 68.41 47 | 25.74 47 | 28.95 47 |
|
N_pmnet | | | 75.00 47 | 74.67 47 | 75.39 48 | 85.42 50 | 96.03 52 | 98.77 51 | 173.23 49 | 69.57 49 | 36.19 48 | 56.93 49 | 117.43 70 | 32.98 47 | 85.38 55 | 68.41 47 | 25.74 47 | 28.95 47 |
|
our_test_3 | | | | | | 9999.00 148 | 99.00 54 | 99.00 53 | | | | | | | | | | |
|
CANet | | | 100.44 49 | 93.07 49 | 109.04 50 | 111.90 52 | 131.06 57 | 119.40 54 | 222.42 58 | 80.48 51 | 36.93 50 | 70.80 51 | 40.92 52 | 89.90 51 | 100.59 57 | 101.42 50 | 73.68 55 | 126.25 51 |
|
CANet_DTU | | | 100.44 49 | 93.07 49 | 109.04 50 | 111.90 52 | 131.06 57 | 119.40 54 | 222.42 58 | 80.48 51 | 36.93 50 | 70.80 51 | 40.92 52 | 89.90 51 | 100.59 57 | 101.42 50 | 73.68 55 | 126.25 51 |
|
MVS_0304 | | | 100.44 49 | 93.07 49 | 109.04 50 | 111.90 52 | 131.06 57 | 119.40 54 | 222.42 58 | 80.48 51 | 36.93 50 | 70.80 51 | 40.92 52 | 89.90 51 | 100.59 57 | 101.42 50 | 73.68 55 | 126.25 51 |
|
UGNet | | | 100.44 49 | 93.07 49 | 109.04 50 | 111.90 52 | 131.06 57 | 119.40 54 | 222.42 58 | 80.48 51 | 36.93 50 | 70.80 51 | 40.92 52 | 89.90 51 | 100.59 57 | 101.42 50 | 73.68 55 | 126.25 51 |
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_NAP | | | 119.64 60 | 106.58 53 | 134.88 61 | 123.82 56 | 127.44 55 | 145.38 58 | 298.43 66 | 116.16 65 | 43.72 55 | 77.82 55 | 29.30 49 | 131.24 62 | 117.82 64 | 106.21 54 | 66.69 53 | 171.29 65 |
|
zzz-MVS | | | 119.64 60 | 106.58 53 | 134.88 61 | 123.82 56 | 127.44 55 | 145.38 58 | 298.43 66 | 116.16 65 | 43.72 55 | 77.82 55 | 29.30 49 | 131.24 62 | 117.82 64 | 106.21 54 | 66.69 53 | 171.29 65 |
|
FMVSNet5 | | | 116.86 53 | 110.47 55 | 124.32 54 | 131.47 58 | 157.41 61 | 150.67 60 | 199.64 51 | 115.30 58 | 56.61 63 | 97.70 60 | 51.77 56 | 117.26 55 | 77.26 48 | 113.14 56 | 90.25 62 | 160.68 58 |
|
test1 | | | 116.86 53 | 110.47 55 | 124.32 54 | 131.47 58 | 157.41 61 | 150.67 60 | 199.64 51 | 115.30 58 | 56.61 63 | 97.70 60 | 51.77 56 | 117.26 55 | 77.26 48 | 113.14 56 | 90.25 62 | 160.68 58 |
|
FMVSNet3 | | | 116.86 53 | 110.47 55 | 124.32 54 | 131.47 58 | 157.41 61 | 150.67 60 | 199.64 51 | 115.30 58 | 56.61 63 | 97.70 60 | 51.77 56 | 117.26 55 | 77.26 48 | 113.14 56 | 90.25 62 | 160.68 58 |
|
FMVSNet2 | | | 116.86 53 | 110.47 55 | 124.32 54 | 131.47 58 | 157.41 61 | 150.67 60 | 199.64 51 | 115.30 58 | 56.61 63 | 97.70 60 | 51.77 56 | 117.26 55 | 77.26 48 | 113.14 56 | 90.25 62 | 160.68 58 |
|
FMVSNet1 | | | 116.86 53 | 110.47 55 | 124.32 54 | 131.47 58 | 157.41 61 | 150.67 60 | 199.64 51 | 115.30 58 | 56.61 63 | 97.70 60 | 51.77 56 | 117.26 55 | 77.26 48 | 113.14 56 | 90.25 62 | 160.68 58 |
|
MIMVSNet1 | | | 116.86 53 | 110.47 55 | 124.32 54 | 131.47 58 | 157.41 61 | 150.67 60 | 199.64 51 | 115.30 58 | 56.61 63 | 97.70 60 | 51.77 56 | 117.26 55 | 77.26 48 | 113.14 56 | 90.25 62 | 160.68 58 |
|
MIMVSNet | | | 116.86 53 | 110.47 55 | 124.32 54 | 131.47 58 | 157.41 61 | 150.67 60 | 199.64 51 | 115.30 58 | 56.61 63 | 97.70 60 | 51.77 56 | 117.26 55 | 77.26 48 | 113.14 56 | 90.25 62 | 160.68 58 |
|
PVSNet_Blended_VisFu | | | 129.22 62 | 115.76 62 | 144.92 63 | 140.60 65 | 162.80 68 | 166.50 67 | 281.20 63 | 114.70 55 | 55.50 60 | 96.20 57 | 51.80 63 | 140.60 64 | 114.70 61 | 114.70 63 | 85.10 59 | 155.40 55 |
|
PVSNet_BlendedMVS | | | 129.22 62 | 115.76 62 | 144.92 63 | 140.60 65 | 162.80 68 | 166.50 67 | 281.20 63 | 114.70 55 | 55.50 60 | 96.20 57 | 51.80 63 | 140.60 64 | 114.70 61 | 114.70 63 | 85.10 59 | 155.40 55 |
|
PVSNet_Blended | | | 129.22 62 | 115.76 62 | 144.92 63 | 140.60 65 | 162.80 68 | 166.50 67 | 281.20 63 | 114.70 55 | 55.50 60 | 96.20 57 | 51.80 63 | 140.60 64 | 114.70 61 | 114.70 63 | 85.10 59 | 155.40 55 |
|
SixPastTwentyTwo | | | 210.90 65 | 189.75 65 | 235.58 66 | 225.41 68 | 284.88 71 | 267.17 70 | 485.88 69 | 164.28 68 | 76.51 70 | 137.62 67 | 76.69 69 | 214.49 67 | 206.28 66 | 208.00 66 | 144.02 70 | 250.52 67 |
|
GG-mvs-BLEND | | | 557.53 76 | 503.49 74 | 620.58 77 | 485.90 74 | 370.41 72 | 267.30 71 | 710.53 72 | 454.42 78 | 785.72 115 | 491.23 89 | 326.12 97 | 881.92 93 | 538.27 79 | 650.05 86 | 592.08 95 | 693.94 77 |
|
gm-plane-assit | | | 551.84 73 | 503.49 74 | 608.24 76 | 411.90 70 | 370.41 72 | 267.30 71 | 710.53 72 | 454.42 78 | 785.72 115 | 491.23 89 | 326.12 97 | 881.92 93 | 538.27 79 | 650.05 86 | 592.08 95 | 693.94 77 |
|
gg-mvs-nofinetune | | | 557.53 76 | 503.49 74 | 620.58 77 | 485.90 74 | 370.41 72 | 267.30 71 | 710.53 72 | 454.42 78 | 785.72 115 | 491.23 89 | 326.12 97 | 881.92 93 | 538.27 79 | 650.05 86 | 592.08 95 | 693.94 77 |
|
CR-MVSNet | | | 557.53 76 | 503.49 74 | 620.58 77 | 485.90 74 | 370.41 72 | 267.30 71 | 710.53 72 | 454.42 78 | 785.72 115 | 491.23 89 | 326.12 97 | 881.92 93 | 538.27 79 | 650.05 86 | 592.08 95 | 693.94 77 |
|
RPSCF | | | 376.53 66 | 341.80 66 | 417.05 68 | 418.60 71 | 457.01 76 | 467.46 75 | 825.25 76 | 336.12 70 | 159.32 74 | 260.40 70 | 151.13 74 | 386.94 69 | 364.25 68 | 352.10 67 | 244.72 71 | 471.62 69 |
|
EG-PatchMatch MVS | | | 402.98 67 | 364.36 67 | 448.05 69 | 435.50 72 | 473.00 77 | 489.60 76 | 910.20 77 | 338.60 71 | 127.30 71 | 205.10 68 | 123.50 72 | 434.60 70 | 450.70 72 | 447.70 70 | 291.10 73 | 511.90 70 |
|
PatchmatchNet | | | 452.63 70 | 410.20 70 | 502.13 72 | 520.70 78 | 614.40 79 | 546.00 77 | 1018.80 85 | 379.00 73 | 167.50 75 | 277.10 71 | 169.40 76 | 437.10 71 | 437.10 70 | 457.50 71 | 322.70 75 | 536.90 72 |
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Pablo Speciale, Marc Pollefeys: PatchmatchNet: Learned Multi-View Patchmatch Stereo. |
ADS-MVSNet | | | 452.36 69 | 406.02 69 | 506.42 73 | 534.76 79 | 628.22 81 | 552.79 78 | 1009.99 84 | 333.98 69 | 149.26 72 | 246.67 69 | 149.01 73 | 447.03 72 | 465.35 73 | 501.18 73 | 344.69 76 | 517.75 71 |
|
MS-PatchMatch | | | 438.85 68 | 388.71 68 | 497.33 70 | 479.00 73 | 527.00 78 | 558.00 79 | 988.00 78 | 379.00 73 | 174.00 76 | 278.00 72 | 162.00 75 | 494.00 74 | 418.00 69 | 412.00 68 | 291.00 72 | 545.00 73 |
|
DELS-MVS | | | 458.84 71 | 423.31 71 | 500.30 71 | 511.99 77 | 616.59 80 | 578.86 80 | 991.10 79 | 355.79 72 | 158.99 73 | 319.09 74 | 190.62 78 | 453.64 73 | 437.73 71 | 439.52 69 | 307.20 74 | 603.81 74 |
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 |
dps | | | 534.60 72 | 472.40 72 | 607.16 75 | 690.38 87 | 718.85 84 | 636.03 81 | 1231.66 87 | 422.74 75 | 198.65 78 | 325.68 75 | 194.97 79 | 512.90 75 | 509.81 75 | 513.65 74 | 373.33 78 | 621.11 75 |
|
tmp_tt | | | | | 299.50 67 | 365.00 69 | 54.00 51 | 649.00 82 | 241.00 62 | 159.00 67 | 204.00 79 | 479.00 87 | 308.00 95 | 243.00 68 | 246.00 67 | 82.00 49 | 95.00 69 | |
|
IterMVS | | | 554.60 75 | 488.63 73 | 631.57 80 | 636.90 84 | 700.80 82 | 674.70 83 | 1271.10 89 | 430.50 76 | 207.10 80 | 370.50 76 | 202.70 80 | 611.80 79 | 534.20 78 | 545.30 77 | 387.80 79 | 636.40 76 |
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Marc Pollefeys: IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo. |
IB-MVS | | 750.90 3 | 552.99 74 | 511.38 78 | 601.53 74 | 606.02 82 | 735.75 86 | 688.75 84 | 1183.86 86 | 436.09 77 | 210.63 81 | 397.40 77 | 233.85 82 | 551.05 76 | 521.77 76 | 533.78 76 | 368.88 77 | 721.05 82 |
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 | | | 587.77 79 | 529.57 79 | 655.67 81 | 637.00 85 | 733.00 85 | 749.00 85 | 1245.00 88 | 525.00 84 | 269.00 90 | 445.00 85 | 253.00 84 | 637.00 81 | 525.00 77 | 525.00 75 | 397.00 80 | 701.00 81 |
S. Galliani, K. Lasinger, K. Schindler: Massively Parallel Multiview Stereopsis by Surface Normal Diffusion. ICCV 2015 |
ACMH+ | | 702.88 1 | 670.82 86 | 589.81 86 | 765.33 89 | 662.52 86 | 701.42 83 | 795.24 86 | 1698.33 98 | 598.81 93 | 226.55 82 | 403.02 78 | 187.13 77 | 786.82 90 | 724.80 92 | 646.56 85 | 422.52 82 | 866.95 90 |
|
MVS_Test | | | 654.54 80 | 583.51 80 | 737.40 83 | 721.80 88 | 822.10 88 | 808.60 87 | 1494.00 91 | 542.20 86 | 259.90 84 | 441.60 79 | 257.70 86 | 689.10 83 | 620.80 83 | 617.70 79 | 451.00 84 | 782.50 83 |
|
casdiffmvs | | | 654.54 80 | 583.51 80 | 737.40 83 | 721.80 88 | 822.10 88 | 808.60 87 | 1494.00 91 | 542.20 86 | 259.90 84 | 441.60 79 | 257.70 86 | 689.10 83 | 620.80 83 | 617.70 79 | 451.00 84 | 782.50 83 |
|
diffmvs | | | 654.54 80 | 583.51 80 | 737.40 83 | 721.80 88 | 822.10 88 | 808.60 87 | 1494.00 91 | 542.20 86 | 259.90 84 | 441.60 79 | 257.70 86 | 689.10 83 | 620.80 83 | 617.70 79 | 451.00 84 | 782.50 83 |
|
baseline2 | | | 654.54 80 | 583.51 80 | 737.40 83 | 721.80 88 | 822.10 88 | 808.60 87 | 1494.00 91 | 542.20 86 | 259.90 84 | 441.60 79 | 257.70 86 | 689.10 83 | 620.80 83 | 617.70 79 | 451.00 84 | 782.50 83 |
|
baseline1 | | | 654.54 80 | 583.51 80 | 737.40 83 | 721.80 88 | 822.10 88 | 808.60 87 | 1494.00 91 | 542.20 86 | 259.90 84 | 441.60 79 | 257.70 86 | 689.10 83 | 620.80 83 | 617.70 79 | 451.00 84 | 782.50 83 |
|
baseline | | | 654.54 80 | 583.51 80 | 737.40 83 | 721.80 88 | 822.10 88 | 808.60 87 | 1494.00 91 | 542.20 86 | 259.90 84 | 441.60 79 | 257.70 86 | 689.10 83 | 620.80 83 | 617.70 79 | 451.00 84 | 782.50 83 |
|
CSCG | | | 727.26 89 | 663.25 90 | 801.94 90 | 590.65 81 | 811.25 87 | 854.12 93 | 1805.32 100 | 816.43 98 | 388.25 96 | 612.42 97 | 345.37 103 | 621.61 80 | 507.46 74 | 471.55 72 | 551.65 93 | 1078.31 101 |
|
new-patchmatchnet | | | 712.65 87 | 632.59 87 | 806.05 92 | 787.79 94 | 936.25 97 | 882.47 94 | 1795.72 99 | 528.60 85 | 244.29 83 | 471.90 86 | 257.36 85 | 681.47 82 | 705.16 91 | 659.05 90 | 444.55 83 | 869.82 91 |
|
Patchmtry | | | | | | | 1825.90 113 | 885.90 95 | 1405.90 90 | | 1285.90 141 | | | | | | | |
|
IterMVS-LS | | | 714.97 88 | 638.00 89 | 804.77 91 | 793.60 95 | 914.20 95 | 886.50 96 | 1612.70 97 | 588.30 92 | 285.30 91 | 491.20 88 | 278.40 93 | 759.20 89 | 677.40 90 | 681.30 91 | 491.30 90 | 835.20 89 |
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Marc Pollefeys: IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo. |
ambc | | | | 999.00 99 | | 999.00 98 | 999.00 99 | 999.00 97 | | 999.00 103 | 999.00 125 | 999.00 110 | 999.00 133 | 999.00 99 | 999.00 98 | 999.00 98 | 999.00 107 | 999.00 96 |
|
EPMVS | | | 999.00 96 | 999.00 99 | 999.00 95 | 999.00 98 | 999.00 99 | 999.00 97 | 999.00 80 | 999.00 103 | 999.00 125 | 999.00 110 | 999.00 133 | 999.00 99 | 999.00 98 | 999.00 98 | 999.00 107 | 999.00 96 |
|
sosnet | | | 1000.00 97 | 1000.00 101 | 1000.00 96 | 1000.00 100 | 1000.00 101 | 1000.00 99 | 1000.00 81 | 1000.00 105 | 1000.00 127 | 1000.00 112 | 1000.00 135 | 1000.00 101 | 1000.00 100 | 1000.00 100 | 1000.00 109 | 1000.00 98 |
|
USDC | | | 1000.00 97 | 1000.00 101 | 1000.00 96 | 1000.00 100 | 1000.00 101 | 1000.00 99 | 1000.00 81 | 1000.00 105 | 1000.00 127 | 1000.00 112 | 1000.00 135 | 1000.00 101 | 1000.00 100 | 1000.00 100 | 1000.00 109 | 1000.00 98 |
|
TinyColmap | | | 1000.00 97 | 1000.00 101 | 1000.00 96 | 1000.00 100 | 1000.00 101 | 1000.00 99 | 1000.00 81 | 1000.00 105 | 1000.00 127 | 1000.00 112 | 1000.00 135 | 1000.00 101 | 1000.00 100 | 1000.00 100 | 1000.00 109 | 1000.00 98 |
|
ACMM | | 1129.18 5 | 1047.56 100 | 912.90 95 | 1204.67 101 | 1040.21 103 | 1016.71 104 | 1105.32 102 | 2918.67 107 | 813.91 97 | 327.22 93 | 665.34 99 | 267.72 92 | 1192.58 105 | 1091.35 104 | 991.88 97 | 643.99 100 | 1543.40 110 |
Qingshan Xu and Wenbing Tao: Multi-Scale Geometric Consistency Guided Multi-View Stereo. CVPR 2019 |
PatchT | | | 878.42 93 | 785.05 93 | 987.36 94 | 1050.05 104 | 922.05 96 | 1111.05 103 | 677.05 71 | 950.05 101 | 1285.90 141 | 750.05 103 | 640.05 114 | 850.05 91 | 950.05 95 | 950.05 95 | 950.05 106 | 333.05 68 |
|
ACMH | | 935.68 4 | 948.23 94 | 857.00 94 | 1054.67 99 | 946.00 96 | 970.00 98 | 1125.00 104 | 2467.00 102 | 823.00 99 | 330.00 94 | 622.00 98 | 211.00 81 | 891.00 97 | 970.00 97 | 1061.00 103 | 569.00 94 | 1342.00 103 |
Qingshan Xu and Wenbing Tao: Multi-Scale Geometric Consistency Guided Multi-View Stereo. CVPR 2019 |
MVSTER | | | 834.63 90 | 737.03 92 | 948.49 93 | 988.86 97 | 1140.51 107 | 1129.34 105 | 1832.80 101 | 682.42 94 | 319.01 92 | 550.98 95 | 311.35 96 | 872.51 92 | 763.95 93 | 757.83 92 | 548.41 92 | 952.20 93 |
|
PMVS | | 743.55 2 | 836.66 91 | 637.90 88 | 1068.55 100 | 1306.50 108 | 875.12 94 | 1166.70 106 | 2629.00 104 | 512.24 83 | 196.22 77 | 282.69 73 | 237.15 83 | 597.87 78 | 842.47 94 | 765.54 93 | 514.99 91 | 950.09 92 |
Y. Furukawa, J. Ponce: Accurate, dense, and robust multiview stereopsis. PAMI (2010) |
RPMNet | | | 858.01 92 | 961.99 98 | 736.69 82 | 550.05 80 | 1120.24 105 | 1212.05 107 | 463.05 68 | 485.90 82 | 550.05 108 | 580.05 96 | 890.05 128 | 559.05 77 | 1485.90 108 | 1185.90 106 | 1085.90 112 | 985.90 95 |
|
ACMP | | 1170.86 6 | 1091.37 102 | 943.23 97 | 1264.21 103 | 1112.10 105 | 1138.94 106 | 1276.90 108 | 2675.36 106 | 989.62 102 | 426.15 104 | 742.77 102 | 349.09 105 | 1454.51 110 | 1047.36 103 | 969.90 96 | 640.22 99 | 1364.94 105 |
Qingshan Xu and Wenbing Tao: Planar Prior Assisted PatchMatch Multi-View Stereo. AAAI 2020 |
MVS_111021_LR | | | 1055.24 101 | 916.36 96 | 1217.27 102 | 1129.93 106 | 1268.26 108 | 1313.88 109 | 2635.76 105 | 923.19 100 | 396.92 100 | 704.88 101 | 327.66 101 | 1136.32 104 | 965.38 96 | 946.95 94 | 690.83 103 | 1278.20 102 |
|
MSLP-MVS++ | | | 993.91 95 | 732.21 91 | 1299.24 104 | 1631.22 111 | 1345.26 109 | 1480.05 110 | 2524.20 103 | 735.65 95 | 463.57 106 | 499.89 93 | 302.78 94 | 1292.66 106 | 675.99 89 | 612.79 78 | 403.71 81 | 953.11 94 |
|
DeepC-MVS_fast | | 2081.98 8 | 1311.87 105 | 1172.50 107 | 1474.47 106 | 1411.78 109 | 1397.23 111 | 1519.03 111 | 3401.40 111 | 1201.29 109 | 417.90 102 | 801.95 104 | 976.25 132 | 1409.37 108 | 1114.52 105 | 1201.12 107 | 687.33 102 | 1515.14 109 |
Andreas Kuhn, Christian Sormann, Mattia Rossi, Oliver Erdler, Friedrich Fraundorfer: DeepC-MVS: Deep Confidence Prediction for Multi-View Stereo Reconstruction. 3DV 2020 |
ACMMPR | | | 1265.65 104 | 1083.59 105 | 1478.06 107 | 1441.06 110 | 1438.61 112 | 1540.68 112 | 3284.05 110 | 1219.68 110 | 458.81 105 | 803.22 105 | 346.91 104 | 1421.66 109 | 1126.11 106 | 1150.51 105 | 722.08 104 | 1500.09 108 |
|
TSAR-MVS + GP. | | | 1239.27 103 | 1094.74 106 | 1407.89 105 | 1220.99 107 | 1845.47 114 | 1680.98 113 | 3191.81 108 | 1098.41 108 | 362.98 95 | 679.12 100 | 339.31 102 | 1323.06 107 | 1173.24 107 | 1093.83 104 | 667.49 101 | 1433.78 106 |
|
FPMVS | | | 1356.65 106 | 1072.60 104 | 1688.04 108 | 1840.79 112 | 1397.01 110 | 1793.24 114 | 4397.86 115 | 804.66 96 | 408.78 101 | 538.65 94 | 407.36 106 | 894.84 98 | 1587.73 109 | 1286.38 108 | 792.73 105 | 1486.39 107 |
|
OpenMVS | | 2049.89 7 | 1895.92 107 | 1721.29 108 | 2099.67 109 | 2064.00 113 | 2419.00 117 | 2138.00 115 | 4572.00 116 | 1541.00 115 | 548.00 107 | 937.00 107 | 580.00 111 | 1983.00 112 | 1971.00 115 | 1993.00 113 | 1293.00 118 | 2608.00 114 |
|
CMPMVS | | 2507.20 10 | 2083.60 109 | 1983.13 113 | 2200.81 111 | 2582.70 122 | 3097.30 125 | 2332.10 116 | 4364.50 114 | 1390.00 111 | 653.68 111 | 997.75 109 | 742.65 121 | 1880.20 111 | 2298.80 121 | 2413.60 125 | 1391.70 122 | 2941.80 119 |
M. Jancosek, T. Pajdla: Multi-View Reconstruction Preserving Weakly-Supported Surfaces. CVPR 2011 |
MVS-HIRNet | | | 1975.98 108 | 1797.02 110 | 2184.76 110 | 2111.07 114 | 2443.03 118 | 2503.43 117 | 4063.71 112 | 1684.46 118 | 711.34 113 | 1456.05 121 | 848.70 126 | 2396.26 121 | 1900.93 110 | 1915.01 111 | 1322.75 119 | 2330.99 111 |
|
3Dnovator | | 2220.89 9 | 2303.77 115 | 2037.00 117 | 2615.00 118 | 2617.00 123 | 2967.00 124 | 2616.00 118 | 5882.00 126 | 1928.00 121 | 589.00 109 | 907.00 106 | 528.00 110 | 2443.00 123 | 2370.00 123 | 2392.00 124 | 1543.00 128 | 3167.00 121 |
|
CHOSEN 280x420 | | | 2225.10 111 | 1992.66 114 | 2496.28 112 | 2192.10 115 | 2641.81 119 | 2621.41 119 | 5345.34 120 | 2116.46 123 | 1002.26 130 | 1683.84 126 | 837.43 122 | 2338.65 115 | 1920.94 112 | 2020.28 114 | 1477.92 124 | 2727.86 115 |
|
CHOSEN 1792x2688 | | | 2225.10 111 | 1992.66 114 | 2496.28 112 | 2192.10 115 | 2641.81 119 | 2621.41 119 | 5345.34 120 | 2116.46 123 | 1002.26 130 | 1683.84 126 | 837.43 122 | 2338.65 115 | 1920.94 112 | 2020.28 114 | 1477.92 124 | 2727.86 115 |
|
HyFIR lowres test | | | 2225.10 111 | 1992.66 114 | 2496.28 112 | 2192.10 115 | 2641.81 119 | 2621.41 119 | 5345.34 120 | 2116.46 123 | 1002.26 130 | 1683.84 126 | 837.43 122 | 2338.65 115 | 1920.94 112 | 2020.28 114 | 1477.92 124 | 2727.86 115 |
|
PCF-MVS | | 3738.24 13 | 2129.60 110 | 1746.89 109 | 2576.10 117 | 2258.22 118 | 2263.67 115 | 2650.06 122 | 6361.78 128 | 1676.15 117 | 695.66 112 | 1209.77 116 | 737.88 118 | 2237.28 113 | 2083.02 117 | 1835.31 109 | 1253.58 117 | 2422.45 112 |
Andreas Kuhn, Shan Lin, Oliver Erdler: Plane Completion and Filtering for Multi-View Stereo Reconstruction. GCPR 2019 |
DeepPCF-MVS | | 3033.31 11 | 2362.79 117 | 2183.15 119 | 2572.38 116 | 2349.28 119 | 2383.16 116 | 2740.92 123 | 5212.97 119 | 2043.02 122 | 751.44 114 | 1466.47 122 | 1327.42 143 | 2904.33 126 | 2573.45 128 | 2227.77 118 | 1475.33 123 | 3260.73 123 |
|
AdaColmap | | | 2288.90 114 | 2080.73 118 | 2531.77 115 | 2485.98 121 | 2757.87 122 | 2974.47 124 | 4914.62 117 | 2255.54 126 | 804.63 119 | 1611.14 125 | 842.30 125 | 2657.83 124 | 2056.92 116 | 1960.62 112 | 1353.09 121 | 3080.73 120 |
|
Vis-MVSNet | | | 2390.77 118 | 1976.57 112 | 2874.00 125 | 2644.00 124 | 3248.00 128 | 3040.00 125 | 7371.00 132 | 1627.00 116 | 421.00 103 | 1200.00 115 | 622.00 113 | 2251.00 114 | 2326.00 122 | 2052.00 117 | 1517.00 127 | 2761.00 118 |
Jingyang Zhang, Yao Yao, Shiwei Li, Zixin Luo, Tian Fang: Visibility-aware Multiview Stereo Network. BMVC 2020 |
DeepC-MVS | | 5581.15 17 | 4824.92 137 | 5020.53 138 | 4596.70 138 | 4714.52 142 | 3205.14 127 | 3108.50 126 | 10234.20 143 | 3823.34 141 | 1885.23 147 | 9002.42 145 | 2045.34 149 | 4715.23 141 | 7652.65 142 | 3993.41 138 | 2922.51 142 | 5421.41 139 |
Andreas Kuhn, Christian Sormann, Mattia Rossi, Oliver Erdler, Friedrich Fraundorfer: DeepC-MVS: Deep Confidence Prediction for Multi-View Stereo Reconstruction. 3DV 2020 |
SD-MVS | | | 2324.36 116 | 1910.97 111 | 2806.65 124 | 2945.31 126 | 3305.03 130 | 3267.51 127 | 5962.25 127 | 1896.37 120 | 848.15 120 | 1224.25 117 | 661.55 115 | 2707.30 125 | 1913.40 111 | 1871.41 110 | 1109.38 113 | 2504.79 113 |
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 |
tpmrst | | | 2688.71 123 | 2604.46 124 | 2787.00 123 | 2472.96 120 | 3190.36 126 | 3313.69 128 | 5003.06 118 | 1837.26 119 | 1097.38 136 | 1721.89 130 | 1012.20 138 | 2415.09 122 | 2970.27 135 | 2736.80 132 | 2419.79 140 | 4762.44 137 |
|
SteuartSystems-ACMMP | | | 2615.00 119 | 2242.57 120 | 3049.50 126 | 2828.00 125 | 2801.00 123 | 3323.00 129 | 6648.00 130 | 2491.00 128 | 1023.00 133 | 1605.00 124 | 697.00 116 | 2926.00 128 | 2502.00 125 | 2279.00 119 | 1549.00 129 | 3323.00 125 |
Skip Steuart: Steuart Systems R&D Blog. |
3Dnovator+ | | 3173.67 12 | 2938.77 126 | 2519.43 122 | 3428.00 128 | 3256.00 131 | 3708.00 134 | 3443.00 130 | 7516.00 133 | 2525.00 129 | 1121.00 137 | 972.00 108 | 925.00 130 | 3192.00 130 | 2899.00 131 | 2897.00 134 | 2040.00 137 | 3710.00 132 |
|
TAPA-MVS | | 5463.68 16 | 2764.21 125 | 2434.28 121 | 3149.14 127 | 3645.15 136 | 3257.60 129 | 3452.71 131 | 6526.32 129 | 2591.85 131 | 651.36 110 | 1964.77 136 | 947.44 131 | 2924.41 127 | 2523.36 126 | 2452.68 126 | 1694.86 133 | 3302.28 124 |
Andrea Romanoni, Matteo Matteucci: TAPA-MVS: Textureless-Aware PAtchMatch Multi-View Stereo. ICCV 2019 |
tpm cat1 | | | 2652.13 120 | 2606.66 125 | 2705.18 120 | 3151.86 128 | 6902.39 143 | 3612.17 132 | 5463.78 123 | 1457.76 112 | 391.31 97 | 1358.61 118 | 446.44 107 | 2360.09 118 | 2296.48 118 | 2290.90 120 | 1251.84 114 | 3494.04 126 |
|
CostFormer | | | 2652.13 120 | 2606.66 125 | 2705.18 120 | 3151.86 128 | 6902.39 143 | 3612.17 132 | 5463.78 123 | 1457.76 112 | 391.31 97 | 1358.61 118 | 446.44 107 | 2360.09 118 | 2296.48 118 | 2290.90 120 | 1251.84 114 | 3494.04 126 |
|
tpm | | | 2652.13 120 | 2606.66 125 | 2705.18 120 | 3151.86 128 | 6902.39 143 | 3612.17 132 | 5463.78 123 | 1457.76 112 | 391.31 97 | 1358.61 118 | 446.44 107 | 2360.09 118 | 2296.48 118 | 2290.90 120 | 1251.84 114 | 3494.04 126 |
|
DPM-MVS | | | 3051.54 127 | 2661.57 128 | 3506.50 129 | 3532.00 134 | 3332.00 131 | 3744.00 135 | 7839.00 136 | 2772.00 134 | 985.00 123 | 1919.00 134 | 738.00 119 | 3319.00 131 | 2901.00 132 | 2715.00 130 | 1620.00 131 | 4254.00 135 |
|
OPM-MVS | | | 3051.54 127 | 2661.57 128 | 3506.50 129 | 3532.00 134 | 3332.00 131 | 3744.00 135 | 7839.00 136 | 2772.00 134 | 985.00 123 | 1919.00 134 | 738.00 119 | 3319.00 131 | 2901.00 132 | 2715.00 130 | 1620.00 131 | 4254.00 135 |
|
COLMAP_ROB | | 3798.28 14 | 2690.62 124 | 2704.29 131 | 2674.67 119 | 3138.00 127 | 3522.00 133 | 3826.00 137 | 3219.00 109 | 2702.00 133 | 1138.00 139 | 2260.00 138 | 1212.00 142 | 2968.00 129 | 2936.00 134 | 2571.00 128 | 1759.00 135 | 3727.00 133 |
Johannes L. Schönberger, Enliang Zheng, Marc Pollefeys, Jan-Michael Frahm: Pixelwise View Selection for Unstructured Multi-View Stereo. ECCV 2016 |
MVS_111021_HR | | | 3192.50 130 | 2773.91 132 | 3680.86 132 | 3515.58 133 | 3815.81 135 | 4020.82 138 | 7766.11 134 | 2775.23 136 | 1300.96 143 | 2221.19 137 | 1117.25 141 | 3420.01 134 | 2873.98 130 | 2835.60 133 | 2061.69 138 | 3778.31 134 |
|
TSAR-MVS + ACMM | | | 3184.92 129 | 2679.45 130 | 3774.64 135 | 3302.51 132 | 4168.07 136 | 4256.74 139 | 8947.31 139 | 2634.53 132 | 1026.25 134 | 1723.72 131 | 1043.87 139 | 3387.29 133 | 2794.29 129 | 2687.41 129 | 1727.73 134 | 3704.25 131 |
|
TSAR-MVS + MP. | | | 4216.58 135 | 4674.68 137 | 3682.13 133 | 3752.63 137 | 4315.48 138 | 4264.77 140 | 7782.51 135 | 2583.81 130 | 1125.68 138 | 16722.30 148 | 882.60 127 | 3589.10 136 | 2523.80 127 | 2486.45 127 | 1578.08 130 | 3208.34 122 |
Zhenlong Yuan, Jiakai Cao, Zhaoqi Wang, Zhaoxin Li: TSAR-MVS: Textureless-aware Segmentation and Correlative Refinement Guided Multi-View Stereo. Pattern Recognition |
MSP-MVS | | | 3241.28 131 | 2825.26 133 | 3726.65 134 | 3945.31 138 | 4305.03 137 | 4267.51 141 | 6962.25 131 | 2896.37 137 | 1068.15 135 | 1824.25 133 | 1061.55 140 | 4307.30 138 | 3013.40 136 | 3171.41 135 | 1809.38 136 | 3504.79 129 |
|
MVE | | 11086.50 18 | 13278.69 142 | 12303.57 143 | 14416.33 144 | 9890.00 147 | 17107.00 150 | 4634.00 142 | 59884.00 149 | 3666.00 140 | 966.00 122 | 1792.00 132 | 896.00 129 | 5680.00 142 | 20677.00 147 | 23030.00 146 | 5444.00 147 | 18957.00 145 |
Simon Fuhrmann, Fabian Langguth, Michael Goesele: MVE - A Multi-View Reconstruction Environment. EUROGRAPHICS Workshops on Graphics and Cultural Heritage (2014) |
DVP-MVS | | | 3258.34 132 | 2529.80 123 | 4108.31 136 | 4005.62 139 | 4693.14 140 | 4737.88 143 | 10195.40 142 | 2408.38 127 | 941.44 121 | 1505.82 123 | 734.32 117 | 3438.27 135 | 2449.15 124 | 2386.04 123 | 1331.25 120 | 3531.75 130 |
|
MAR-MVS | | | 3961.62 134 | 3726.55 135 | 4235.86 137 | 4107.62 141 | 6522.83 142 | 4862.93 144 | 7956.64 138 | 3380.98 138 | 1665.13 145 | 3231.54 142 | 1650.34 146 | 4357.29 139 | 3198.61 137 | 3209.42 136 | 2465.52 141 | 4892.15 138 |
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 |
PLC | | 4785.50 15 | 3275.54 133 | 3030.86 134 | 3561.00 131 | 4093.00 140 | 4596.00 139 | 5174.00 145 | 4267.00 113 | 3570.00 139 | 1495.00 144 | 2940.00 141 | 1594.00 145 | 3947.00 137 | 3817.00 138 | 3343.00 137 | 2390.00 139 | 1356.00 104 |
Jie Liao, Yanping Fu, Qingan Yan, Chunxia xiao: Pyramid Multi-View Stereo with Local Consistency. Pacific Graphics 2019 |
OMC-MVS | | | 4439.92 136 | 3906.78 136 | 5061.92 139 | 4748.70 143 | 5679.38 141 | 5855.03 146 | 9923.00 140 | 4023.36 142 | 1740.95 146 | 1693.78 129 | 1693.78 147 | 4658.45 140 | 4254.77 139 | 4135.74 139 | 3445.36 143 | 5866.63 140 |
|
TSAR-MVS + COLMAP | | | 6088.23 138 | 5315.97 139 | 6989.21 140 | 6522.51 144 | 8025.15 146 | 7938.31 147 | 15276.20 144 | 5401.97 144 | 1914.31 148 | 3802.65 143 | 1979.48 148 | 6704.11 143 | 5217.07 140 | 5137.16 140 | 3579.82 144 | 7648.29 141 |
|
CLD-MVS | | | 6986.85 139 | 6222.57 140 | 7878.50 141 | 7707.00 145 | 8884.00 147 | 9025.00 148 | 15607.00 145 | 6148.00 145 | 2571.00 149 | 4822.00 144 | 2082.00 150 | 7875.00 145 | 6389.00 141 | 6449.00 141 | 4486.00 145 | 8784.00 143 |
Zhaoxin Li, Wangmeng Zuo, Zhaoqi Wang, Lei Zhang: Confidence-based Large-scale Dense Multi-view Stereo. IEEE Transaction on Image Processing, 2020 |
LS3D | | | 7481.83 140 | 6596.02 141 | 8515.28 142 | 9871.71 146 | 9844.03 148 | 9225.16 149 | 18308.40 146 | 5364.90 143 | 1267.41 140 | 2381.61 139 | 1512.79 144 | 7225.72 144 | 8875.69 143 | 9516.28 142 | 5193.26 146 | 8676.83 142 |
|
ACMMP | | | 9999.00 141 | 9999.00 142 | 9999.00 143 | 9999.00 148 | 9999.00 149 | 9999.00 150 | 9999.00 141 | 9999.00 146 | 9999.00 151 | 9999.00 146 | 9999.00 152 | 9999.00 146 | 9999.00 144 | 9999.00 143 | 9999.00 148 | 9999.00 144 |
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 |
CNLPA | | | 17763.08 143 | 15907.71 144 | 19927.67 145 | 19334.00 150 | 22387.00 151 | 22896.00 151 | 38668.00 147 | 15772.00 147 | 7632.00 150 | 13229.00 147 | 7123.00 151 | 19334.00 147 | 15773.00 145 | 15700.00 144 | 11702.00 149 | 21370.00 146 |
|
LTVRE_ROB | | 38377.89 19 | 49656.08 145 | 18936.71 145 | 85495.33 147 | 306852.00 153 | 22526.00 152 | 29206.00 152 | 112098.00 151 | 30022.00 148 | 17348.00 153 | 2824.00 140 | 11239.00 153 | 29457.00 148 | 20569.00 146 | 19941.00 145 | 18011.00 150 | 25436.00 147 |
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 | | | 31705.85 144 | 29167.57 146 | 34667.17 146 | 44079.00 151 | 28314.00 153 | 44778.00 153 | 43648.00 148 | 31045.00 149 | 14849.00 152 | 26179.00 149 | 13752.00 154 | 38088.00 149 | 30859.00 148 | 30835.00 147 | 22561.00 151 | 43189.00 148 |
|
PHI-MVS | | | 99999.00 146 | 99999.00 147 | 99999.00 148 | 99999.00 152 | 99999.00 154 | 99999.00 154 | 99999.00 150 | 99999.00 150 | 99999.00 154 | 99999.00 150 | 99999.00 155 | 99999.00 150 | 99999.00 149 | 99999.00 148 | 99999.00 152 | 99999.00 149 |
|
ET-MVSNet_ETH3D | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
UniMVSNet_ETH3D | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
thisisatest0530 | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
Anonymous202405211 | | | | 10000000.00 148 | | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
DCV-MVSNet | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
tttt0517 | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
thisisatest0515 | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
DPE-MVS | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
thres100view900 | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
tfpnnormal | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
tfpn200view9 | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
IterMVS-SCA-FT | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
pmmvs6 | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
pmmvs5 | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
Anonymous20231211 | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
pmmvs-eth3d | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
Anonymous20231206 | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
SCA | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
Patchmatch-RL test | | | | | | | | 10000000.00 155 | | | | | | | | | | |
|
canonicalmvs | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
anonymousdsp | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
FC-MVSNet-train | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
UA-Net | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
FC-MVSNet-test | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
sosnet-low-res | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
DI_MVS_plusplus_trai | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
HPM-MVS++ | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
pm-mvs1 | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
APDe-MVS | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
pmmvs4 | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
test-LLR | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
TESTMET0.1,1 | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
test-mter | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
testgi | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
test20.03 | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
thres600view7 | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
MP-MVS | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
Rongxuan Tan, Qing Wang, et al.: MP-MVS: Multi-Scale Windows PatchMatch and Planar Prior Multi-View Stereo. |
testmvs | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
thres400 | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
test123 | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
thres200 | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
test0.0.03 1 | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
pmmvs3 | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
EMVS | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
E-PMN | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
PGM-MVS | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
MCST-MVS | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
PMMVS2 | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
PM-MVS | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
DWT-MVSNet_training | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
LGP-MVS_train | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
EPNet_dtu | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
Wanjuan Su, Wenbing Tao: Efficient Edge-Preserving Multi-View Stereo Network for Depth Estimation. AAAI 2023 |
EPNet | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
Wanjuan Su, Wenbing Tao: Efficient Edge-Preserving Multi-View Stereo Network for Depth Estimation. AAAI 2023 |
CNVR-MVS | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
NCCC | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
CP-MVS | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
CPTT-MVS | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
HQP-MVS | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
IS_MVSNet | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
Vis-MVSNet (Re-imp) | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
PatchMatch-RL | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
TDRefinement | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
EPP-MVSNet | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
PMMVS | | | 10000000.00 147 | 10000000.00 148 | 10000000.00 149 | 10000000.00 154 | 10000000.00 155 | 10000000.00 155 | 10000000.00 152 | 10000000.00 151 | 10000000.00 155 | 10000000.00 151 | 10000000.00 156 | 10000000.00 151 | 10000000.00 150 | 10000000.00 149 | 10000000.00 153 | 10000000.00 151 |
|
APD-MVS | | | 1000000000.00 209 | 1000000000.00 211 | 1000000000.00 211 | 1000000000.00 218 | 1000000000.00 218 | 1000000000.00 219 | 1000000000.00 215 | 1000000000.00 215 | 1000000000.00 218 | 1000000000.00 214 | 1000000000.00 220 | 1000000000.00 214 | 1000000000.00 213 | 1000000000.00 212 | 1000000000.00 216 | 1000000000.00 214 |
Yuesong Wang, Zhaojie Zeng and etc.: Adaptive Patch Deformation for Textureless-Resilient Multi-View Stereo. CVPR2023 |
SR-MVS | | | | | | 610.10 83 | | | 610.10 70 | | | | 610.10 112 | | | | | |
|
test_part1 | | | | | | | | | | | | | | | | | | 100000.00 150 |
|
MTAPA | | | | | | | | | | | 41.98 54 | | 28.43 48 | | | | | |
|
MTMP | | | | | | | | | | | 10000000.00 155 | | 31.71 51 | | | | | |
|
mPP-MVS | | | | | | 10000000.00 154 | | | | | | | 10000000.00 156 | | | | | |
|
NP-MVS | | | | | | | | | | 10000000.00 151 | | | | | | | | |
|