SMAL
Benchmarks
TaskDatasetSOTA resultTrendResults
SMAL
0.045Mean Geodesic Error
58
SMAL remeshed (test)
0.042Mean Geodesic Error (x100)
20
SMAL non-iso
0.037Euclidean Error
15
SMAL
2.9Mean Geodesic Error (x100)
15
SMAL
3.3Geodesic Error (x100)
14
SMAL (test)
0.053Mean Geodesic Error
10
SMAL non-isometric (test)
3.6Average Geodesic Error
9
SMAL (test)
37.1Accuracy
8
SMAL
92.6AUC
8
SMAL SO(3)
4.6mGeoErr
7
SMAL (I/I)
4.6mGeoErr
7
SMAL (test)
0.07Geodesic Error
6
SMAL original (test)
3.5Mean Geodesic Error
5
SMAL
36.4Accuracy
5
SMAL
0.045Geodesic Error
5
SMAL
96.83Accuracy (L/R)
5
SMAL Hippo Skeleton
92.4mIoU
4
SMAL Horse Skeleton
90.54mIoU
4
SMAL Remeshed
74AUC
4
SMAL (test)
2.26PMD
3
SMAL 2000 samples
2.3Mean L1 Error
2
SMAL 300 samples
3.4Mean L1 Error
2
SMAL Anisotropic
74.9AUC
2
SMAL (Hippos)
8.28PMD
2
SMAL Point Cloud 500
69.2AUC
1