ModelNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ModelNet40
0.64Rotation Error (RRE)
17
ModelNet40 Split2 plus Split1 v1
97.9Accuracy (Sample)
16
ModelNet40 (test)
100ASR
16
ModelNet40
1,228RN Search Time (ms)
15
ModelNet40 (test)
67.9Accuracy (A1)
15
ModelNet-C Unaugmented (test)
93.9Overall Accuracy
15
ModelNet 1k points 40 (test)
94.3Accuracy
15
ModelNet40 10-way 20-shot v1 (test)
95.9Accuracy
15
ModelNet40 10-way 10-shot v1 (test)
94Accuracy
15
ModelNet40 5-way 20-shot v1 (test)
99.1Accuracy
15
ModelNet40 5-way 10-shot v1 (test)
0.974Accuracy
15
ModelNet40 10-way 20-shot v1
95.8Accuracy
15
ModelNet40 10-way 10-shot v1
94Accuracy
15
ModelNet40 5-way 20-shot v1
98.9Accuracy
15
ModelNet40 5-way 10-shot v1
97.3Accuracy
15
ModelNet40 rotated (test)
91.1Accuracy
15
ModelNet40 1.0 (test)
95.5OA
15
ModelNet40
80.2mAP
15
ModelNet40 Structure Manipulation
79.89AUROC
14
ModelNet40 Feature Interpolation
89.96AUROC
14
ModelNet40 Label Leave-out
98.64AUROC
14
ModelNet40 (clean)
0.006Rotation Error (RRE)
14
ModelNet40
0Chamfer Distance (CD)
14
ModelNet10-SO(3) Chair category
13.01Mean Error
14
ModelNet10-SO(3) Sofa category
14.37Mean Error
14