Out-of-Distribution Detection on ImageNet-A-R-S-V2 vs original ImageNet (variant of setup-iii)
80.1AUCCoOD*
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CoOD*OOD Detector=CoOD*2026.04 | 80.1 | 55.8 | |
| CoODOOD Detector=CoOD2026.04 | 79.6 | 58.1 | |
| GLOOD Detector=GL2026.04 | 69 | 79.3 | |
| NEG*OOD Detector=NEG*2026.04 | 68.5 | 82.5 | |
| CoOD-FOOD Detector=CoOD-F2026.04 | 68.3 | 80.2 | |
| GapOOD Detector=Gap2026.04 | 67.6 | 78.9 | |
| EOE*OOD Detector=EOE*2026.04 | 67 | 80.7 | |
| MCMOOD Detector=MCM2026.04 | 66.3 | 80 | |
| DualOOD Detector=Dual2026.04 | 65.7 | 82.2 | |
| CSP*OOD Detector=CSP*2026.04 | 65 | 84.2 | |
| ViMOOD Detector=ViM2026.04 | 64.7 | 80.1 | |
| ∆EOOD Detector=∆E2026.04 | 63.6 | 84.9 | |
| MLSOOD Detector=MLS2026.04 | 61.3 | 87.1 | |
| EBOOOD Detector=EBO2026.04 | 59.4 | 87.8 | |
| ODINOOD Detector=ODIN2026.04 | 58 | 89.3 | |
| COOKOOD Detector=COOK2026.04 | 50.8 | 90.4 | |
| KLOOD Detector=KL2026.04 | 49.8 | 97.9 |