Out-of-Distribution Detection on CIFAR-10 standard (test)
51.2Clustering AccuracyDISC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DISC2025.10 | 51.2 | 82.61 | 71.31 | |
| Mahalanobis2025.10 | 49.35 | 84.15 | 49.59 | |
| All detectorsprotocol=concatenation of baseline scalar scores2025.10 | 49.07 | — | 70.84 | |
| Maha+ODIN2025.10 | 48.6 | 83.81 | 52.85 | |
| ViM2025.10 | 42.5 | 80.2 | 44.08 | |
| MaxLogit2025.10 | 41.85 | 81.87 | 42.5 | |
| EnergyBased2025.10 | 41.64 | 81.87 | 43.09 | |
| DDPM2025.10 | 39.67 | 75.29 | 38.16 | |
| MCD2025.10 | 37.07 | 82.43 | 38.48 | |
| Entropy2025.10 | 36.9 | 82.91 | 38.32 | |
| ODIN2025.10 | 36.13 | 79.68 | 43.39 | |
| MSP2025.10 | 35.53 | 82.57 | 37.55 | |
| ReAct2025.10 | 32.38 | 73.21 | 32.07 |