ModelNet40
Benchmarks
TaskDatasetSOTA resultTrendResults
ModelNet40
94.7Accuracy
113
ModelNet40 RPMNet manner (Unseen Shapes)
0.898RMSE(R)
32
ModelNet40 (test)
0.11Avg Cosine Distance Error
19
ModelNet40 (test)
0.996ASR
12
ModelNet40 v1.0 (Random)
90.5Accuracy
12
ModelNet40 (test)
0.001Inference Time (s)
12
ModelNet40 8k points (test)
95Accuracy
11
Synthetic ModelNet40 (70%~90% Outlier Ratio)
0.604MHR
4
Synthetic ModelNet40 50%~70% Outlier Ratio
93.99MHR
4
ModelNet40 Rotated (test)
79.7Retrieval mAP
4
ModelNet40 level 5 resolution (test)
90.5Accuracy
4
ModelNet40 v1 (test)
—Primary metric
0