Selective Classification on FGSM shift
0.4847AURCML
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MLClassifier=ResNet502026.05 | 0.4847 | — | |
| MSPClassifier=ResNet502026.05 | 0.4795 | — | |
| SMClassifier=ResNet502026.05 | 0.4795 | — | |
| LMClassifier=ResNet502026.05 | 0.4795 | — | |
| NEClassifier=ResNet502026.05 | 0.4795 | — | |
| NGIClassifier=ResNet502026.05 | 0.4795 | — | |
| ReSIDeClassifier=ResNet50, CSF=ML2026.05 | 0.4501 | 7.14 | |
| ReSIDeClassifier=ResNet50, CSF=LM2026.05 | 0.4035 | 15.85 | |
| ReSIDeClassifier=ResNet50, CSF=SM2026.05 | 0.403 | 15.95 | |
| ReSIDeClassifier=ResNet50, CSF=NGI2026.05 | 0.3467 | 27.7 | |
| ReSIDeClassifier=ResNet50, CSF=NE2026.05 | 0.3461 | 27.82 | |
| ReSIDeClassifier=ResNet50, CSF=MSP2026.05 | 0.3449 | 28.07 | |
| MSPClassifier=Swin-T2026.05 | 0.3023 | — | |
| SMClassifier=Swin-T2026.05 | 0.3023 | — | |
| LMClassifier=Swin-T2026.05 | 0.3023 | — | |
| NEClassifier=Swin-T2026.05 | 0.3023 | — | |
| NGIClassifier=Swin-T2026.05 | 0.3023 | — | |
| MLClassifier=Swin-T2026.05 | 0.3022 | — | |
| ReSIDeClassifier=Swin-T, CSF=SM2026.05 | 0.3014 | 0.3 | |
| ReSIDeClassifier=Swin-T, CSF=LM2026.05 | 0.2956 | 2.22 | |
| ReSIDeClassifier=Swin-T, CSF=MSP2026.05 | 0.2889 | 4.43 | |
| ReSIDeClassifier=Swin-T, CSF=NE2026.05 | 0.2889 | 4.43 | |
| ReSIDeClassifier=Swin-T, CSF=NGI2026.05 | 0.2889 | 4.43 | |
| ReSIDeClassifier=Swin-T, CSF=ML2026.05 | 0.246 | 18.6 |