Selective Classification on Blur shift
0.7276AURCMSP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MSPClassifier=ResNet502026.05 | 0.7276 | — | |
| SMClassifier=ResNet502026.05 | 0.7276 | — | |
| LMClassifier=ResNet502026.05 | 0.7276 | — | |
| NEClassifier=ResNet502026.05 | 0.7276 | — | |
| NGIClassifier=ResNet502026.05 | 0.7276 | — | |
| MLClassifier=ResNet502026.05 | 0.7271 | — | |
| MSPClassifier=Swin-T2026.05 | 0.6535 | — | |
| SMClassifier=Swin-T2026.05 | 0.6535 | — | |
| LMClassifier=Swin-T2026.05 | 0.6535 | — | |
| NEClassifier=Swin-T2026.05 | 0.6535 | — | |
| NGIClassifier=Swin-T2026.05 | 0.6535 | — | |
| MLClassifier=Swin-T2026.05 | 0.6007 | — | |
| ReSIDeClassifier=Swin-T, CSF=NGI2026.05 | 0.3154 | 51.74 | |
| ReSIDeClassifier=Swin-T, CSF=NE2026.05 | 0.3079 | 52.88 | |
| ReSIDeClassifier=Swin-T, CSF=MSP2026.05 | 0.2889 | 55.79 | |
| ReSIDeClassifier=ResNet50, CSF=NGI2026.05 | 0.2524 | 65.31 | |
| ReSIDeClassifier=ResNet50, CSF=NE2026.05 | 0.2472 | 66.03 | |
| ReSIDeClassifier=ResNet50, CSF=SM2026.05 | 0.2467 | 66.09 | |
| ReSIDeClassifier=ResNet50, CSF=LM2026.05 | 0.2414 | 66.82 | |
| ReSIDeClassifier=ResNet50, CSF=MSP2026.05 | 0.2406 | 66.93 | |
| ReSIDeClassifier=Swin-T, CSF=SM2026.05 | 0.2379 | 63.6 | |
| ReSIDeClassifier=Swin-T, CSF=ML2026.05 | 0.2311 | 61.53 | |
| ReSIDeClassifier=ResNet50, CSF=ML2026.05 | 0.2214 | 69.55 | |
| ReSIDeClassifier=Swin-T, CSF=LM2026.05 | 0.2187 | 66.53 |