Open World Object Detection on M-OWODB
62.6mAP (Current known)REAL-OW
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| REAL-OWTask IDs=Task 12026.07 | 62.6 | 25.5 | — | — | |
| RandBoxTask IDs=Task 12026.07 | 61.8 | 10.6 | — | — | |
| OWOBJTask IDs=Task 12026.07 | 61.4 | 23.6 | — | — | |
| ORTHTask IDs=Task 12026.07 | 61.3 | 24.6 | — | — | |
| CATTask IDs=Task 12026.07 | 60 | 23.7 | — | — | |
| PROBTask IDs=Task 12026.07 | 59.5 | 19.4 | — | — | |
| Hyp-OWTask IDs=Task 12026.07 | 59.4 | 23.5 | — | — | |
| OW-DETRTask IDs=Task 12026.07 | 59.2 | 7.5 | — | — | |
| OCPLTask IDs=Task 12026.07 | 56.6 | 8.3 | — | — | |
| 2B-OCDTask IDs=Task 12026.07 | 56.4 | 12.1 | — | — | |
| ORETask IDs=Task 12026.07 | 56 | 4.9 | — | — | |
| UC-OWODTask IDs=Task 12026.07 | 50.7 | 2.4 | — | — | |
| REAL-OWTask IDs=Task 22026.07 | 38.7 | 26.9 | 59.4 | 49 | |
| ORTHTask IDs=Task 22026.07 | 38.5 | 26.3 | 55.5 | 47 | |
| OWOBJTask IDs=Task 22026.07 | 34.4 | 23.8 | 58.4 | 45.7 | |
| OW-DETRTask IDs=Task 22026.07 | 33.5 | 6.2 | 53.6 | 42.9 | |
| CATTask IDs=Task 22026.07 | 32.7 | 19.1 | 55.5 | 44.1 | |
| PROBTask IDs=Task 22026.07 | 32.2 | 17.4 | 55.7 | 44 | |
| REAL-OWTask IDs=Task 32026.07 | 31.2 | 29.6 | 47.7 | 42.2 | |
| ORTHTask IDs=Task 32026.07 | 30.6 | 29.1 | 46.7 | 41.3 | |
| UC-OWODTask IDs=Task 22026.07 | 30.5 | 3.4 | 33.1 | 31.8 | |
| OWOBJTask IDs=Task 32026.07 | 27.8 | 25.1 | 44.8 | 38.8 | |
| OCPLTask IDs=Task 22026.07 | 27.5 | 7.7 | 50.6 | 39.1 | |
| REAL-OWTask IDs=Task 42026.07 | 26.7 | — | 42.8 | 38.7 | |
| ORETask IDs=Task 22026.07 | 26 | 2.9 | 52.7 | 39.4 | |
| 2B-OCDTask IDs=Task 22026.07 | 25.3 | 9.4 | 51.6 | 38.5 | |
| ORTHTask IDs=Task 42026.07 | 24.3 | — | 42.4 | 37.9 | |
| PROBTask IDs=Task 32026.07 | 22.2 | 19.6 | 43 | 36 | |
| OWOBJTask IDs=Task 42026.07 | 20.7 | — | 36.4 | 32 | |
| PROBTask IDs=Task 42026.07 | 18.9 | — | 35.7 | 31.5 | |
| CATTask IDs=Task 32026.07 | 18.7 | 24.4 | 42.8 | 34.8 | |
| OW-DETRTask IDs=Task 42026.07 | 17.1 | — | 31.4 | 27.8 | |
| CATTask IDs=Task 42026.07 | 16.6 | — | 34.4 | 29.9 | |
| UC-OWODTask IDs=Task 32026.07 | 16.3 | 8.7 | 28.8 | 24.6 | |
| UC-OWODTask IDs=Task 42026.07 | 15.9 | — | 25.6 | 23.2 | |
| OW-DETRTask IDs=Task 32026.07 | 15.8 | 5.7 | 38.3 | 30.8 | |
| OCPLTask IDs=Task 32026.07 | 14.7 | 11.9 | 38.7 | 30.7 | |
| OCPLTask IDs=Task 42026.07 | 14.4 | — | 30.7 | 26.7 | |
| 2B-OCDTask IDs=Task 42026.07 | 13.3 | — | 30 | 25.8 | |
| 2B-OCDTask IDs=Task 32026.07 | 13.2 | 11.6 | 37.2 | 29.2 | |
| ORETask IDs=Task 32026.07 | 12.7 | 3.9 | 38.2 | 29.7 | |
| ORETask IDs=Task 42026.07 | 12.4 | — | 29.6 | 25.3 | |
| Hyp-OWTask IDs=Task 22026.07 | — | 20.6 | — | 44 | |
| Hyp-OWTask IDs=Task 32026.07 | — | 26.3 | — | 36.8 | |
| Hyp-OWTask IDs=Task 42026.07 | — | — | — | 33.6 | |
| RandBoxTask IDs=Task 22026.07 | — | 6.3 | — | 45.3 | |
| RandBoxTask IDs=Task 32026.07 | — | 7.8 | — | 39.4 | |
| RandBoxTask IDs=Task 42026.07 | — | — | — | 35.4 |