ShapeNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ShapeNet-34 unseen categories
0.39CD (Symmetric)
45
ShapeNet-55 (test)
0.57CD-M
44
ShapeNet Car
48.241-NNA (CD)
41
ShapeNet Cars
5.2Total Training Time (days)
40
ShapeNet airplane (val)
0.53MMD
40
ShapeNet In-Context
87.9mIoU
34
ShapeNetPart (val)
87.82mIoU
33
Anomaly-ShapeNet
93O-AUROC
32
ShapeNet seen categories
0.006Airplane Error
32
ShapeNet Parts 50 (test)
86.5Instance mIoU
32
ShapeNet (test)
1.13EMD
32
ShapeNet Parts
84.6mpIoU
31
Anomaly-ShapeNet
1ashtray0 Score
30
ShapeNet Airplane
98.41-NNA (CD)
30
ShapeNet
98.08Eidos
28
ShapeNet-21 (Unseen)
54.1F@1%
27
ShapeNet (test)
0.176EMD (Airplane)
26
ShapeNetCore55 SHREC2017 (test)
81.8Precision (P)
25
ShapeNet 12 (test)
0.29CD1
24
ShapeNet Chair
83.691-NNA (CD)
23
ShapeNet Part Segmentation (test)
86.4mIoU
22
ShapeNet 13 classes (test)
0.031Chamfer-L1 Distance
21
ShapeNet-C (test)
185RmCE (Robustness Metric)
20
ShapeNet cars category
24.06PSNR
20
ShapeNet
99.59Accuracy
20