OOD Detection on Near-OOD (test)
0.5912FPROE
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| OEBackbone=ResNet2024.11 | 0.5912 | 0.8686 | 0.9269 | |
| diverseMixBackbone=ResNet2024.11 | 0.5981 | 0.8636 | 0.9176 | |
| Energy (w. Daux)Backbone=ResNet2024.11 | 0.6067 | 0.8595 | 0.9175 | |
| DPNBackbone=ResNet2024.11 | 0.6339 | 0.8494 | 0.9146 | |
| MixOEBackbone=ResNet2024.11 | 0.6843 | 0.8342 | 0.8874 | |
| ODINBackbone=ResNet2024.11 | 0.6906 | 0.822 | 0.8875 | |
| Max LogitsBackbone=ResNet2024.11 | 0.6945 | 0.8225 | 0.8869 | |
| MSPBackbone=ResNet2024.11 | 0.7035 | 0.8275 | 0.8858 | |
| EnergyBackbone=ResNet2024.11 | 0.7035 | 0.8188 | 0.8856 |