ModelNet
Benchmarks
TaskDatasetSOTA resultTrendResults
ModelNet40 10-way 10-shot
93.7Accuracy (Mean)
21
ModelNet40 5-way 20-shot
98.9Accuracy
21
ModelNet40 5-way 10-shot
98Accuracy
21
ModelNet40
99.8ASR (%)
21
ModelNet40
94.1Accuracy (No Vote)
20
ModelNet40 PRNet generation manner with Gaussian noise (unseen categories)
2.203RMSE (Rotation)
20
ModelNet40 raw (test)
88.83Accuracy
20
ModelNet40 (official split)
93.2Accuracy
20
ModelNet40 original (test)
93.8Overall Accuracy
20
ModelNet40 1.0 (test)
91.6Accuracy
19
ModelNet40
94.2Overall Accuracy (OA)
19
ModelNet40
15.4CD (Round 1)
19
ModelNet40
21.4CD (Round 1)
19
ModelNet40 50 (test)
86.3Top-1 Accuracy
19
ModelNet40
93Accuracy
18
ModelNet40 26 (test)
94.1Overall Accuracy
18
ModelNet40
87.6Mean Accuracy
18
ModelNet40
93.2Mean Accuracy
18
ModelNet40 1k points (test)
94.8Accuracy
18
ModelNet40
85.4Accuracy
18
ModelNet40 original (test)
94.2OA
18
ModelNet-40
92.9mAP
18
ModelNet40 42 (test)
99.54Attack Success Rate
18
ModelNet40 8k P v1
94.7Overall Accuracy
18
ModelNet40 (test)
0.59mCE (Error Rate)
17