Open World Object Detection on S-OWODB
76.9mAP (Current Known)REAL-OW
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| REAL-OWTask IDs=Task 12026.07 | 76.9 | 24.9 | — | — | |
| OWOBJTask IDs=Task 12026.07 | 76.2 | 22.3 | — | — | |
| CATTask IDs=Task 12026.07 | 74.2 | 24 | — | — | |
| PROBTask IDs=Task 12026.07 | 73.4 | 17.6 | — | — | |
| Hyp-OWTask IDs=Task 12026.07 | 72.7 | 23.9 | — | — | |
| ORTHTask IDs=Task 12026.07 | 71.6 | 24.6 | — | — | |
| OW-DETRTask IDs=Task 12026.07 | 71.5 | 5.7 | — | — | |
| ORETask IDs=Task 12026.07 | 61.4 | 1.5 | — | — | |
| REAL-OWTask IDs=Task 32026.07 | 44.6 | 33.3 | 53.4 | 50.5 | |
| REAL-OWTask IDs=Task 22026.07 | 42.3 | 29.8 | 71.5 | 56.9 | |
| ORTHTask IDs=Task 32026.07 | 42.2 | 31.9 | 52.1 | 48.8 | |
| OWOBJTask IDs=Task 22026.07 | 41 | 28.7 | 69.8 | 54.8 | |
| ORTHTask IDs=Task 22026.07 | 39.9 | 27.9 | 64 | 51.3 | |
| REAL-OWTask IDs=Task 42026.07 | 39.3 | — | 49.7 | 47.1 | |
| ORTHTask IDs=Task 42026.07 | 38.8 | — | 48.7 | 46.2 | |
| OWOBJTask IDs=Task 42026.07 | 36.9 | — | 46.7 | 43.2 | |
| PROBTask IDs=Task 22026.07 | 36 | 22.3 | 66.3 | 50.4 | |
| OWOBJTask IDs=Task 32026.07 | 35.7 | 30.9 | 50.6 | 46.8 | |
| CATTask IDs=Task 22026.07 | 35.5 | 23 | 67.6 | 50.7 | |
| CATTask IDs=Task 42026.07 | 35.1 | — | 45.4 | 42.8 | |
| CATTask IDs=Task 32026.07 | 32.6 | 24.6 | 51.2 | 45 | |
| PROBTask IDs=Task 42026.07 | 31.7 | — | 42.6 | 39.9 | |
| PROBTask IDs=Task 32026.07 | 30.4 | 24.8 | 47.8 | 42 | |
| OW-DETRTask IDs=Task 42026.07 | 28.1 | — | 38.2 | 33.1 | |
| OW-DETRTask IDs=Task 22026.07 | 27.5 | 6.2 | 62.8 | 43.8 | |
| ORETask IDs=Task 42026.07 | 26.3 | — | 33.6 | 31.8 | |
| ORETask IDs=Task 22026.07 | 26.1 | 3.9 | 56.5 | 40.6 | |
| OW-DETRTask IDs=Task 32026.07 | 24.9 | 6.9 | 45.2 | 38.5 | |
| ORETask IDs=Task 32026.07 | 23.7 | 3.6 | 38.7 | 33.7 | |
| Hyp-OWTask IDs=Task 22026.07 | — | 23.3 | — | 50.6 | |
| Hyp-OWTask IDs=Task 32026.07 | — | 25.4 | — | 46.2 | |
| Hyp-OWTask IDs=Task 42026.07 | — | — | — | 44.8 |