CIFAR and LSUN
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Federated Out-of-Distribution Detection | CIFAR-100 (ID) and LSUN-C (OOD) (test) | FPR@9536.4 | 33 | |
| Metric Correlation Analysis | CIFAR-10 and LSUN Timesteps 900-999 Initial denoising stages | L2 Norm (mu_t)0 | 8 | |
| Metric Correlation Analysis | CIFAR-10 and LSUN Timesteps 0-999 Averaged over 5 runs across 36 model configurations (Full trajectory) | L2 Norm of Mean (||mu_t||_2)0 | 8 | |
| OOD Detection | CIFAR-100 (in-distribution) and LSUN (out-of-distribution) (test) | ROC AUC92.3 | 6 |
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