Selective Classification on Low Res. shift
0.4167AURCMSP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MSPClassifier=Swin-T2026.05 | 0.4167 | — | |
| SMClassifier=Swin-T2026.05 | 0.4167 | — | |
| LMClassifier=Swin-T2026.05 | 0.4167 | — | |
| NEClassifier=Swin-T2026.05 | 0.4167 | — | |
| NGIClassifier=Swin-T2026.05 | 0.4167 | — | |
| MLClassifier=Swin-T2026.05 | 0.3967 | — | |
| MSPClassifier=ResNet502026.05 | 0.3817 | — | |
| SMClassifier=ResNet502026.05 | 0.3817 | — | |
| LMClassifier=ResNet502026.05 | 0.3817 | — | |
| NEClassifier=ResNet502026.05 | 0.3817 | — | |
| NGIClassifier=ResNet502026.05 | 0.3817 | — | |
| ReSIDeClassifier=ResNet50, CSF=SM2026.05 | 0.3811 | 0.16 | |
| MLClassifier=ResNet502026.05 | 0.3782 | — | |
| ReSIDeClassifier=ResNet50, CSF=LM2026.05 | 0.3691 | 3.3 | |
| ReSIDeClassifier=ResNet50, CSF=MSP2026.05 | 0.361 | 5.42 | |
| ReSIDeClassifier=ResNet50, CSF=NGI2026.05 | 0.3582 | 6.16 | |
| ReSIDeClassifier=ResNet50, CSF=NE2026.05 | 0.3552 | 6.94 | |
| ReSIDeClassifier=ResNet50, CSF=ML2026.05 | 0.3368 | 10.95 | |
| ReSIDeClassifier=Swin-T, CSF=NGI2026.05 | 0.3349 | 19.63 | |
| ReSIDeClassifier=Swin-T, CSF=NE2026.05 | 0.3293 | 20.97 | |
| ReSIDeClassifier=Swin-T, CSF=MSP2026.05 | 0.3255 | 21.89 | |
| ReSIDeClassifier=Swin-T, CSF=ML2026.05 | 0.3236 | 18.43 | |
| ReSIDeClassifier=Swin-T, CSF=SM2026.05 | 0.3178 | 23.73 | |
| ReSIDeClassifier=Swin-T, CSF=LM2026.05 | 0.3073 | 26.25 |