Out-of-Distribution Detection on OCT
93.67AUCCAPS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CAPS2026.06 | 93.67 | 24.8 | |
| MahalanobisVenue=NeurIPS’182026.06 | 90.24 | 28.45 | |
| VimVenue=CVPR’222026.06 | 89.79 | 28.72 | |
| Energy+ReactVenue=NeurIPS’212026.06 | 84.9 | 36.33 | |
| NECOVenue=ICLR’242026.06 | 84.81 | 36.38 | |
| EnergyVenue=NeurIPS’202026.06 | 83.84 | 38.08 | |
| MaxLogitVenue=ICML’222026.06 | 83.84 | 38.08 | |
| I-ODINVenue=CVPR’262026.06 | 83.55 | 38.52 | |
| ODINVenue=ICLR’182026.06 | 82.98 | 39.01 | |
| GradNormVenue=NeurIPS’212026.06 | 82.92 | 42.91 | |
| NEROVenue=MICCAI’252026.06 | 76.77 | 49.59 | |
| EntropyVenue=IJCNN’212026.06 | 51.81 | 96.38 | |
| MSPVenue=ICLR’172026.06 | 51.81 | 96.38 |