OOD Detection on PASCAL-VOC Objects365 (test)
16.38FPR@95YolOOD-o
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| YolOOD-oTraining annotations=original2022.12 | 16.38 | 96.6 | 96.49 | |
| YolOOD-oTraining annotations=original2022.12 | 17.24 | 95.97 | 95.42 | |
| YolOOD-aTraining annotations=auto-generated2022.12 | 18.37 | 96.1 | 95.85 | |
| YolOOD-aTraining annotations=auto-generated2022.12 | 18.4 | 95.76 | 95.15 | |
| JointEnergy2022.12 | 23.13 | 95.84 | 96.2 | |
| JointEnergy2022.12 | 27.9 | 95.37 | 96.04 | |
| MaxLogit2022.12 | 28.91 | 94.96 | 95.32 | |
| ODIN2022.12 | 28.91 | 94.96 | 95.32 | |
| MaxLogit2022.12 | 29.95 | 94.33 | 94.38 | |
| ODIN2022.12 | 29.95 | 94.33 | 94.38 | |
| MSP2022.12 | 50.78 | 88.36 | 88.61 | |
| MSP2022.12 | 65.2 | 83.99 | 84.13 | |
| Mahalanobis2022.12 | 73.34 | 73.9 | 70.94 | |
| Mahalanobis2022.12 | 83.32 | 63.19 | 56.67 |