Out-of-Distribution Detection on Holdout 8 (OOD)
94.1AUROCEntropy
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EntropyModel Type=Compressed, Detection Strategy=Entropy2026.05 | 94.1 | — | |
| Compressed MSPModel Type=Compressed, Detection Strategy=Maximum Softmax Probability2026.05 | 93.9 | — | |
| Baseline MSPModel Type=Baseline, Detection Strategy=Maximum Softmax Probability2026.05 | 89.4 | — | |
| Combined (KL|Ent)Model Type=Compressed, Detection Strategy=Parallel OR (KL & Entropy)2026.05 | 86.3 | — | |
| KLModel Type=Compressed, Detection Strategy=KL Divergence2026.05 | 68.8 | — | |
| Baseline MSPFPR=5%2026.05 | — | 70.5 | |
| Combined (KL|Ent)FPR=5%2026.05 | — | 77.6 |