Selective Classification on JPEG shift
0.1925AURCML
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MLClassifier=ResNet502026.05 | 0.1925 | — | |
| MSPClassifier=ResNet502026.05 | 0.1922 | — | |
| ReSIDeClassifier=ResNet50, CSF=MSP2026.05 | 0.1922 | 0 | |
| SMClassifier=ResNet502026.05 | 0.1922 | — | |
| ReSIDeClassifier=ResNet50, CSF=SM2026.05 | 0.1922 | 0 | |
| LMClassifier=ResNet502026.05 | 0.1922 | — | |
| NEClassifier=ResNet502026.05 | 0.1922 | — | |
| ReSIDeClassifier=ResNet50, CSF=NE2026.05 | 0.1922 | 0 | |
| NGIClassifier=ResNet502026.05 | 0.1922 | — | |
| ReSIDeClassifier=ResNet50, CSF=NGI2026.05 | 0.1922 | 0 | |
| MLClassifier=Swin-T2026.05 | 0.1899 | — | |
| ReSIDeClassifier=ResNet50, CSF=ML2026.05 | 0.1864 | 3.17 | |
| MSPClassifier=Swin-T2026.05 | 0.1857 | — | |
| SMClassifier=Swin-T2026.05 | 0.1857 | — | |
| LMClassifier=Swin-T2026.05 | 0.1857 | — | |
| NEClassifier=Swin-T2026.05 | 0.1857 | — | |
| NGIClassifier=Swin-T2026.05 | 0.1857 | — | |
| ReSIDeClassifier=ResNet50, CSF=LM2026.05 | 0.1855 | 3.49 | |
| ReSIDeClassifier=Swin-T, CSF=MSP2026.05 | 0.1764 | 5.01 | |
| ReSIDeClassifier=Swin-T, CSF=NGI2026.05 | 0.1729 | 6.89 | |
| ReSIDeClassifier=Swin-T, CSF=SM2026.05 | 0.1727 | 7 | |
| ReSIDeClassifier=Swin-T, CSF=NE2026.05 | 0.172 | 7.38 | |
| ReSIDeClassifier=Swin-T, CSF=LM2026.05 | 0.1698 | 8.56 | |
| ReSIDeClassifier=Swin-T, CSF=ML2026.05 | 0.1642 | 13.53 |