Shape completion
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
3.5CD
36
Feb 26, 2026
3.12CD
24
Feb 26, 2026
84.19Dice Score
16
May 12, 2026
2.723Average CD
13
Feb 26, 2026
17.3UCD
10
Feb 26, 2026
98.18Dice
8
May 12, 2026
98.21Dice Coefficient
8
May 12, 2026
98.15Dice Similarity Coefficient
8
May 12, 2026
2.79Chamfer Distance
8
Feb 26, 2026
0.73CD
8
Feb 26, 2026
92.8airplane
8
Feb 26, 2026
2.78CD (L2)
7
Feb 26, 2026
3.2CD L2
7
Feb 26, 2026
0.054UHD
6
Feb 26, 2026
1.43MMD (Chair)
5
Feb 26, 2026
3.9Plane CD
4
Feb 26, 2026
0.112UHD
3
Feb 26, 2026
0.056UHD
3
Feb 26, 2026
1.32MMD
3
Feb 26, 2026
4.4Chamfer Distance (CD)
3
Feb 26, 2026
2.9UCD
3
Feb 26, 2026
3.1UCD
3
Feb 26, 2026
3.6UCD
3
Feb 26, 2026
3.3UCD
3
Feb 26, 2026