Out-of-distribution Object Detection on MS-COCO
59.9Known AR@100DiPEx
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| DiPEx2024.06 | 59.9 | 46.3 | 59.7 | 35.8 | 72.9 | 89.7 | 15.7 | 9.7 | 21.8 | 25.2 | |
| G-DINOPrompt="generic"2024.06 | 43.3 | 46.3 | 59.7 | 18 | 52.1 | 82.6 | 12.5 | 6.9 | 17.8 | 25.7 | |
| CutLER2024.06 | 34.5 | — | — | 15.8 | 41.5 | 62.7 | 5.7 | 2.3 | 6.9 | 13.7 | |
| UnSniffer2024.06 | 20.6 | 35.8 | 55.8 | 11.8 | 19.9 | 34.8 | 2.9 | 1.5 | 3.1 | 5.3 | |
| PROB2024.06 | 13.2 | 28.2 | 43.8 | 1.9 | 11.2 | 40.3 | 0.9 | 0.6 | 0.9 | 2.1 | |
| VOS2024.06 | 10 | 36.6 | 56.7 | 2.2 | 6.1 | 27.1 | 2.8 | 0.8 | 2.2 | 7.2 | |
| Selective Search2024.06 | 8.3 | — | — | 1 | 8.5 | 23.2 | 0.1 | 0 | 0 | 0.5 | |
| MOST2024.06 | 5.3 | — | — | 0.1 | 1.3 | 22.5 | 0.4 | 0.1 | 0.4 | 1.2 |