OOD detection on Retinopathy
79.23AUROCGCOS
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GCOS2026.03 | 79.23 | 99.16 | 73 | 93.47 | |
| ReAct2026.03 | 77.37 | 96.43 | 75.84 | 70.47 | |
| MaxLogit2026.03 | 77.21 | 96.41 | 81.39 | 69.95 | |
| ViM2026.03 | 77.08 | 36.95 | 76.82 | 68.73 | |
| NCIS2026.03 | 75.29 | 99.05 | 85.5 | 91.97 | |
| Dream-OOD2026.03 | 73.35 | 98.95 | 89 | 85.76 | |
| VOS2026.03 | 70.52 | 98.56 | 80 | 86.21 | |
| No Reg.2026.03 | 69.74 | 98.43 | 81.5 | 84.64 | |
| KL-Matching2026.03 | 69 | 94.48 | 84.28 | 68.41 | |
| MSP2026.03 | 67.02 | 94.09 | 90.52 | 67.96 | |
| GradNorm2026.03 | 64.87 | 16.14 | 86.43 | 67.81 |