OOD Detection on ImageNet 200 improved-diffusion-backbone (test)
0.6549NINCO AUROCCFSdec(1×1)
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CFSdec(1×1)Cost=1F2026.05 | 0.6549 | 0.5357 | 0.9093 | 0.7 | 0.9739 | 0.7444 | |
| CFS(1×2)Cost=1F2026.05 | 0.6492 | 0.5361 | 0.8969 | 0.6941 | 0.9732 | 0.7578 | |
| MSMACost=10F2026.05 | 0.6121 | 0.5244 | 0.7804 | 0.639 | 0.9651 | 0.8917 | |
| DIFFPATHCost=10F2026.05 | 0.5874 | 0.5052 | 0.6325 | 0.575 | 0.9525 | 0.9333 |