Out-of-Distribution Detection on 6 OOD Tasks (CIFAR-10, SVHN, mini-ImageNet) (test)
8Rank AUROC ScoreMFVI
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MFVIData augmentation=With2026.03 | 8 | 8 | |
| MFVIData augmentation=Without2026.03 | 7 | 7.1667 | |
| SNGPData augmentation=With2026.03 | 6.3333 | 6.3333 | |
| MLEData augmentation=Without2026.03 | 6.1667 | 5.5 | |
| MLEData augmentation=With2026.03 | 6.1667 | 6 | |
| MCDData augmentation=Without2026.03 | 5.6667 | 5.6667 | |
| SNGPData augmentation=Without2026.03 | 5.3333 | 5.3333 | |
| SGPAData augmentation=Without2026.03 | 4.5 | 4.6667 | |
| KFLLLAData augmentation=Without2026.03 | 4.3333 | 4.5 | |
| KFLLLAData augmentation=With2026.03 | 4.3333 | 4 | |
| MCDData augmentation=With2026.03 | 4.1667 | 4.5 | |
| SGPAData augmentation=With2026.03 | 4 | 4.1667 | |
| DEData augmentation=With2026.03 | 1.8333 | 1.8333 | |
| DEData augmentation=Without2026.03 | 1.6667 | 2 | |
| SGPAEData augmentation=Without2026.03 | 1.3333 | 1.1667 | |
| SGPAEData augmentation=With2026.03 | 1.1667 | 1.1667 |