Out-of-Distribution Detection on FashionMNIST (OOD)
94.7AUROCCombined (KL|Ent)
Evaluation results
| Method | Links | |
|---|---|---|
| Combined (KL|Ent)Model Type=Compressed, Detection Strategy=Parallel OR (KL & Entropy)2026.05 | 94.7 | |
| Compressed MSPModel Type=Compressed, Detection Strategy=Maximum Softmax Probability2026.05 | 88 | |
| EntropyModel Type=Compressed, Detection Strategy=Entropy2026.05 | 88 | |
| KLModel Type=Compressed, Detection Strategy=KL Divergence2026.05 | 80.8 | |
| Baseline MSPModel Type=Baseline, Detection Strategy=Maximum Softmax Probability2026.05 | 74.2 |