Out-of-Distribution Detection on CIFAR10-LT (ID) vs Texture (OOD)
98.22AUCAdaptOD
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| AdaptOD2024.10 | 98.22 | 98.81 | 94.91 | 11.6 | — | — | — | |
| COCL2024.10 | 96.81 | 98.21 | 93.86 | 14.65 | — | — | — | |
| EnergyOE2024.10 | 95.53 | 97.42 | 92.93 | 18.44 | — | — | — | |
| EATBackbone=ResNet-182026.02 | 95.44 | — | — | — | 92.28 | 21.5 | 87 | |
| PASCLBackbone=ResNet-182026.02 | 93.16 | — | — | — | 84.8 | 23.26 | 85.86 | |
| OEBackbone=ResNet-182026.02 | 92.59 | — | — | — | 83.32 | 25.1 | 84.52 | |
| VMF-GOSBackbone=ResNet-182026.02 | 90.85 | — | — | — | 84.75 | 36.08 | 94.96 |