Shape Reconstruction
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.259Mean TWD
30
Mar 5, 2026
1.21Chamfer Distance (x10^-3)
14
Feb 26, 2026
9.4MAE (L-RABBIT)
11
Mar 12, 2026
8.23MAE (SHISA)
11
Mar 12, 2026
0.952IoU
11
Feb 26, 2026
95.3IoU
11
Feb 26, 2026
0.39L1 Chamfer Distance
10
Jul 2, 2026
3.4HEDGEHOG MAE
10
Mar 12, 2026
1.34CD
10
Feb 26, 2026
1.17Abs Error
9
Feb 26, 2026
1.46Abs Error
9
Feb 26, 2026
0.84Cars Chamfer Distance (x10^2)
8
Mar 31, 2026
0.009Cars CD
8
Mar 31, 2026
2.314CD
7
Mar 10, 2026
2.97CD
7
Feb 26, 2026
3.02CD
7
Apr 3, 2026
2.53CD
7
Feb 26, 2026
2.19CD
7
Apr 3, 2026
4.84Chamfer Distance (CD)
7
Feb 26, 2026
1.161MCD
5
May 29, 2026
2.173MCD
5
May 29, 2026
0.026Mean e_shape
5
Feb 26, 2026
0.55Bottle Error (mm)
5
Feb 26, 2026
0.55Shape Error (Bottle)
5
Feb 26, 2026
3.43HEDGEHOG
5
Feb 26, 2026