Error Prediction on CIFAR-100 (test)
44.3AUCPRLogitDynamics
Evaluation results
| Method | Links | |
|---|---|---|
| LogitDynamicsNumber of classes=100, Dataset size=10,000, Misclassification rate=6.91%2026.04 | 44.3 | |
| MarginNumber of classes=100, Dataset size=10,000, Misclassification rate=6.91%2026.04 | 41.97 | |
| Top-K logitsNumber of classes=100, Dataset size=10,000, Misclassification rate=6.91%2026.04 | 41.64 | |
| EntropyNumber of classes=100, Dataset size=10,000, Misclassification rate=6.91%2026.04 | 39.67 | |
| Max logitNumber of classes=100, Dataset size=10,000, Misclassification rate=6.91%2026.04 | 36.8 | |
| Energy scoreNumber of classes=100, Dataset size=10,000, Misclassification rate=6.91%2026.04 | 35.8 | |
| Linear probingNumber of classes=100, Dataset size=10,000, Misclassification rate=6.91%2026.04 | 30.5 | |
| ACT-ViTNumber of classes=100, Dataset size=10,000, Misclassification rate=6.91%2026.04 | 17.36 | |
| MahalanobisNumber of classes=100, Dataset size=10,000, Misclassification rate=6.91%2026.04 | 10.64 |