ModelNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ModelNet10 (test)
95.4Accuracy
71
ModelNet40 few-shot
99.5Accuracy
70
ModelNet40
94.7Accuracy
69
ModelNet40 (test)
98.4Mean Accuracy
68
ModelNet10 (test)
99.3Accuracy
64
ModelNet40 1k points
95.1Accuracy
63
ModelNet40 1k P
94.8Accuracy
61
ModelNet10 (test)
99.6Mean Class Accuracy
57
ModelNet40 (test)
9810-shot Accuracy
57
ModelNet10
96.7Accuracy
52
ModelNet40
85.97mIoU (instance-average)
49
ModelNet40
98.9Accuracy
48
ModelNet40 (test)
0Attack Success Rate
47
ModelNet40
100ASR
46
ModelNet40 (test)
93.6Accuracy (10-shot)
46
ModelNet40
84.9Adversarial Accuracy
45
ModelNet40
94.3Instance Accuracy
41
ModelNet-40
97.37Accuracy
41
ModelNet40 5-way
98.9Accuracy
40
ModelNet40-LS (test)
0.756Accuracy
40
ModelNet40 (test)
96.4Accuracy (5-way, 10-shot)
38
ModelNet40 (test)
93.1mAP
38
ModelNet40-C (test)
0.156Robustness to Rotation
37
ModelNet40 (Unseen categories)
0.023RMSE (Rotation)
36
ModelNet40 Clean (test)
90.1Accuracy
34