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SOTA Multi-view 3D Reconstruction benchmarks and papers with code | Wizwand
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Multi-view 3D Reconstruction
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
ShapeNet (test)
LRGT+
IoU
0.7922
209
4mo ago
ShapeNetr2n2 (test)
Baser2n2-AttSets
mIoU
69.4
160
4mo ago
ModelNet40 (test)
Baser2n2-AttSets
mIoU
52.9
112
4mo ago
ShapeNet
EVolT
IoU
0.738
110
4mo ago
ShapeNet r2n2 13 categories (test)
Baser2n2-AttSets (Ours)
mIoU
69.5
80
4mo ago
ShapeNet ism (test)
Baser2n2-AttSets
mIoU
53.1
72
4mo ago
T&T (test)
VGGT + GGPT
AUC @ 5cm
43
30
4mo ago
ETH3D (test)
MAtCha + GGPT
AUC @ 5cm
50
30
4mo ago
ScanNet++ (test)
Pi3 + GGPT
AUC@5cm
59
30
4mo ago
MV-dVRK
GGPT
AUC @ 1mm
67
21
4mo ago
4D-DRESS
GGPT
AUC @ 1cm
76
21
4mo ago
NRGBD v1 (test)
VGGT* + DA-VGGT
Chamfer Distance (CD)
0.028
17
22d ago
7Scenes v1 (test)
VGGT* + DA-VGGT
Chamfer Distance (CD)
0.042
17
22d ago
ScanNet-50 (val)
LiteVGGT
Accuracy
3.9
12
22d ago
MV-dVRK (test)
MAtCha + GGPT
AUC @ 1mm
50
10
4mo ago
4D-DRESS (test)
VGGT + GGPT
AUC @ 1cm
66
10
4mo ago
DTU 15 scans v1
COLMAP_7
CD Error 24
0.45
9
16d ago
ShapeNet_R2N2 13 categories (test)
Baser2n2-AttSets (Ours)
Reconstruction Score (1 view)
0.642
8
4mo ago
HiRoom
PPVD
Accuracy (Mean)
116
7
1mo ago
ScanNet 50 7 (test)
LiteVGGT
ACC
3.9
6
22d ago
NRGBD 1 (test)
VGGT* + Diversity-aware View Partitioning
Chamfer Distance (CD)
0.028
6
22d ago
7Scenes 31 (test)
VGGT* + Diversity-aware View Partitioning
Chamfer Distance (CD)
0.042
6
22d ago
7-Scenes dense setting
TurboVGGT
Peak Inference Memory (GB)
23.47
4
1mo ago
DTU (mean)
COLMAP
Chamfer L1
0.64
4
4mo ago
Dragon (test)
SDFDiff
Symmetric Hausdorff Distance
0.0747
3
4mo ago
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