Classification on MedMNIST3D Organ (test)
94AccuracyRPP
Evaluation results
| Method | Links | |
|---|---|---|
| RPPGroup=O(3), #Params(M)=29.302025.06 | 94 | |
| RPPGroup=SO(3), #Params(M)=18.302025.06 | 93.6 | |
| CNNGroup=N/A, #Params(M)=00.192025.06 | 92 | |
| PSCNNGroup=O(3), #Params(M)=03.512025.06 | 90.5 | |
| PSCNNGroup=SO(3), #Params(M)=04.172025.06 | 90.2 | |
| SCNNGroup=O(3), #Params(M)=00.192025.06 | 90.2 | |
| Ours (regular)Group=Symcube, #Params(M)=00.192025.06 | 64.2 | |
| CNNGroup=Aug, #Params(M)=00.192025.06 | 63.2 | |
| SCNNGroup=SO(3), #Params(M)=00.132025.06 | 60.7 | |
| Trivial repGroup=Symcube, #Params(M)=00.192025.06 | 57.1 | |
| Defining repGroup=Symcube, #Params(M)=00.192025.06 | 56 |