3D Shape Completion
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
3.02Average CD
71
May 27, 2026
6.31Average CD
57
May 27, 2026
0.61Chamfer Distance (CD)
19
Feb 26, 2026
1.42CD
10
Feb 26, 2026
0TMD (Avg)
8
Feb 26, 2026
0.036Average Error
7
May 27, 2026
1.1UCD
7
Feb 26, 2026
0.9UCD
7
Feb 26, 2026
3.3CD
7
Feb 26, 2026
2.6CD
7
Feb 26, 2026
2.21CD
7
Feb 26, 2026
0.001Chamfer Distance (L2)
5
Jun 23, 2026
0.42MMD (Shoe)
5
Feb 26, 2026
3.94Airplane
5
Feb 26, 2026
9.39CD (L1)
4
Jun 9, 2026
1.2MMD
4
Feb 26, 2026
1.62MMD
4
Feb 26, 2026
28Inference Time (ms)
4
Feb 26, 2026
7.17HD95 (mm)
3
Mar 10, 2026
1.17HD95 (mm)
3
Mar 10, 2026
2.51ASSD
3
Feb 26, 2026
2.11ASSD
3
Feb 26, 2026
1.69CD-Avg
2
Feb 26, 2026