OOD Detection on ImageNet1K improved-diffusion-backbone (test)
0.6613NINCO AUROCCFSdec(1×1)
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CFSdec(1×1)Cost=1F2026.05 | 0.6613 | 0.5337 | 0.9081 | 0.701 | 0.8902 | 0.7401 | |
| CFS(1×2)Cost=1F2026.05 | 0.649 | 0.5247 | 0.8948 | 0.6895 | 0.8855 | 0.7591 | |
| MSMACost=10F2026.05 | 0.5972 | 0.51 | 0.779 | 0.6287 | 0.8513 | 0.8871 | |
| DIFFPATHCost=10F2026.05 | 0.5913 | 0.5117 | 0.6359 | 0.5796 | 0.813 | 0.9187 |