Few-Shot Classification on CIFAR-FS 5-way 5-shot (test)
92.83AccuracyPTMAP-SF-SOTp
Evaluation results
| Method | Links | |
|---|---|---|
| PTMAP-SF-SOTpSOT insertion=without network retraining2022.04 | 92.83 | |
| PTMAP-SF(S)2022.04 | 92.08 | |
| Sill-Net-SOTpSOT insertion=without network retraining2022.04 | 91.4 | |
| PTMAP-SOTpSOT insertion=without network retraining2022.04 | 91.12 | |
| Sill-Net(S)2022.04 | 91.09 | |
| PTMAP(S)2022.04 | 90.68 | |
| CECNetBackbone=ResNet-12, N-way=5-way2023.04 | 89.77 | |
| IENetBackbone=ResNet-12, N-way=5-way2023.04 | 89.26 | |
| DSN-MRBackbone=ResNet-12, N-way=5-way2023.04 | 86.2 | |
| RFSBackbone=ResNet-12, N-way=5-way2023.04 | 86 | |
| MetaOptBackbone=ResNet-12, N-way=5-way2023.04 | 84.3 |