3D Shape Reconstruction
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.32Scene 24 Error
25
May 4, 2026
0.04CD
17
Feb 26, 2026
0.119CD
14
Feb 26, 2026
7.41ADE
13
Feb 26, 2026
7.97ADE
13
Feb 26, 2026
55.9Horse AUC
12
Feb 26, 2026
0.209CD2
12
Feb 26, 2026
1.11Chamfer Distance (Horse)
12
Feb 26, 2026
0.971FS
10
Feb 26, 2026
0.99FS@1
10
Feb 26, 2026
86.6Giraffe AUC
10
Feb 26, 2026
70Barn F1-score
9
Feb 26, 2026
62.14F-Score
9
Feb 26, 2026
0.23CD1
9
Feb 26, 2026
0.029Chamfer Distance
9
Feb 26, 2026
1.656Score (Laptop)
8
Feb 26, 2026
2.486Chamfer Distance (CD)
8
Feb 26, 2026
0.85CD
8
Feb 26, 2026
0.241FS@1
7
Feb 26, 2026
0.8LSIV
7
Feb 26, 2026
169LSIV
7
Feb 26, 2026
0.11Chamfer Distance (m)
6
Feb 26, 2026
0.12Width (MAD)
6
Feb 26, 2026
24.6Mean Euclidean Distance (mm/100)
6
Feb 26, 2026
9.09Mean Euclidean Distance
6
Feb 26, 2026