Out-of-Distribution Detection on MUAD mini
85.39AUROCHybrid (NECO + Energy)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Hybrid (NECO + Energy)Pass=Single-pass, Fusion=Fused OOD score2026.05 | 85.39 | 0.211 | 1.7995 | |
| NECO-onlyPass=Single-pass2026.05 | 82.8 | 0.3916 | 2.1789 | |
| Energy-onlyPass=Single-pass2026.05 | 81.71 | -0.0601 | 1.2303 | |
| Ensemble (predictive entropy)Method Type=Multi-model predictive-uncertainty estimate, Pass=Multi-pass2026.05 | 81.24 | 0.3021 | 0.8271 |