OOD Detection on NUS-WIDE (ID) vs MS-COCO (OOD) (test)
4.4FPR@95YolOOD-o
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| YolOOD-oTraining annotations=original2022.12 | 4.4 | 98.56 | 99.57 | |
| YolOOD-aTraining annotations=auto-generated2022.12 | 7.62 | 98.13 | 99.43 | |
| JointEnergy2022.12 | 8.29 | 97.9 | 99.39 | |
| MaxLogit2022.12 | 12.16 | 97.53 | 99.24 | |
| ODIN2022.12 | 12.16 | 97.53 | 99.24 | |
| MSP2022.12 | 40.89 | 88.33 | 95.53 | |
| Mahalanobis2022.12 | 90.48 | 52.71 | 75.58 |