Out-of-Distribution Detection on Gaussian Noise (OOD)
1AUROCKL
Evaluation results
| Method | Links | |
|---|---|---|
| KLModel Type=Compressed, Detection Strategy=KL Divergence2026.05 | 1 | |
| Combined (KL|Ent)Model Type=Compressed, Detection Strategy=Parallel OR (KL & Entropy)2026.05 | 1 | |
| Baseline MSPModel Type=Baseline, Detection Strategy=Maximum Softmax Probability2026.05 | 0.878 | |
| Compressed MSPModel Type=Compressed, Detection Strategy=Maximum Softmax Probability2026.05 | 0.567 | |
| EntropyModel Type=Compressed, Detection Strategy=Entropy2026.05 | 0.561 |