CIFAR and LSUN
Benchmarks
TaskDatasetSOTA resultTrendResults
CIFAR-100 (ID) and LSUN-C (OOD) (test)
36.4FPR@95
33
CIFAR-10 and LSUN Timesteps 900-999 Initial denoising stages
0L2 Norm (mu_t)
8
CIFAR-10 and LSUN Timesteps 0-999 Averaged over 5 runs across 36 model configurations (Full trajectory)
0L2 Norm of Mean (||mu_t||_2)
8
CIFAR-100 (in-distribution) and LSUN (out-of-distribution) (test)
92.3ROC AUC
6