Classification on MedMNIST3D Nodule (test)
88.7AccuracyOurs (regular)
Evaluation results
| Method | Links | |
|---|---|---|
| Ours (regular)Group=Symcube, #Params(M)=00.192025.06 | 88.7 | |
| CNNGroup=Aug, #Params(M)=00.192025.06 | 87.9 | |
| CNNGroup=N/A, #Params(M)=00.192025.06 | 87.3 | |
| SCNNGroup=SO(3), #Params(M)=00.132025.06 | 87.3 | |
| PSCNNGroup=O(3), #Params(M)=03.512025.06 | 87.3 | |
| PSCNNGroup=SO(3), #Params(M)=04.172025.06 | 87.1 | |
| SCNNGroup=O(3), #Params(M)=00.192025.06 | 86.8 | |
| Trivial repGroup=Symcube, #Params(M)=00.192025.06 | 86.7 | |
| Defining repGroup=Symcube, #Params(M)=00.192025.06 | 83.7 | |
| RPPGroup=O(3), #Params(M)=29.302025.06 | 81 | |
| RPPGroup=SO(3), #Params(M)=18.302025.06 | 80.1 |