OOD Detection on MS-COCO (In-distribution) Objects365 (Out-of-distribution) original (test)
9.54FPR@95YolOOD-o
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| YolOOD-oTraining annotations=original2022.12 | 9.54 | 97.99 | 97.61 | |
| YolOOD-oTraining annotations=original2022.12 | 11.53 | 97.29 | 99.23 | |
| YolOOD-aTraining annotations=auto-generated2022.12 | 11.7 | 97.21 | 99.19 | |
| YolOOD-aTraining annotations=auto-generated2022.12 | 12.19 | 97.64 | 97.29 | |
| JointEnergy2022.12 | 14.8 | 97.16 | 99.28 | |
| MaxLogit2022.12 | 16.39 | 96.9 | 99.17 | |
| ODIN2022.12 | 16.39 | 96.9 | 99.17 | |
| JointEnergy2022.12 | 24.46 | 95.34 | 94.96 | |
| MaxLogit2022.12 | 38.07 | 92.62 | 91.48 | |
| ODIN2022.12 | 38.07 | 92.62 | 91.48 | |
| MSP2022.12 | 46.26 | 86.78 | 95.63 | |
| MSP2022.12 | 78.08 | 78.42 | 76.91 | |
| Mahalanobis2022.12 | 88.01 | 48.45 | 75.08 | |
| Mahalanobis2022.12 | 88.46 | 62.47 | 54.29 |