ModelNet
Benchmarks
TaskDatasetSOTA resultTrendResults
ModelNet10 (test)
0.947Pearson Correlation
4
ModelNet10 (train)
0.959Pearson Correlation
4
ModelNet40
0.012Hausdorff Distance
4
ModelNet40
87.89GSR
4
MODELNET
39.81Accuracy
4
ModelNet40
57.3Top-1 Accuracy (Instance)
4
ModelNet40 8 axisymmetrical categories PRNet/RPMNet generation (twice-sampled (TS))
6.258RMSE (R)
4
ModelNet40 8 axisymmetrical categories PRNet/RPMNet generation (once-sampled (OS))
0.312RMSE (Rotation)
4
ModelNet40 6 (test)
0.024Mean WD (H1)
4
ModelNet10
75.7Top-1 Accuracy
4
ModelNet40
97.1Acc (5w10s)
4
ModelNet40 Epoch 200 (test)
2.04SW2 Error
4
ModelNet40 Epoch 100 (test)
2.18SW2
4
ModelNet40 Epoch 20 (test)
2.68SW2
4
ModelNet40 (val)
0.731Top-1 Accuracy
4
ModelNet with Mix3D
91.8Accuracy
4
ModelNet40 Synthetic (90%~99% Outlier Ratio)
14.7MHR
4
Synthetic ModelNet40 10%~50% Outlier Ratio
96.08MHR (%)
4
ModelNet40
14.74MFLOPs
3
ModelNet-C
48.78Acc (Add Global)
3
Modelnet Open
47.9Accuracy
3
ModelNet large
8Training Time
3
ModelNet small
7Training Time (min)
3
ModelNet40 Table (test)
1,468.43FPD
3
ModelNet40 Chair (test)
342.23FPD
3