Open World Object Detection on VOC [1:10] -> Comic [11:14] (test)
98.51FSSEW-DETR
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| EW-DETRArchitecture=RF-DETR2026.02 | 98.51 | 56.68 | 32.91 | 62.7 | |
| EW-DETRArchitecture=D-DETR2026.02 | 83.18 | 54.38 | 4.19 | 47.25 | |
| DuET2026.02 | 56.22 | 35 | 4.99 | 32.07 | |
| CAT2026.02 | 7.82 | 43 | 10.31 | 20.38 | |
| ORTH2026.02 | 5.28 | 51.56 | 38.49 | 31.78 | |
| OW-DETR2026.02 | 1.43 | 41.83 | 8.75 | 17.34 | |
| ORE-EBUI2026.02 | 0 | 52.34 | 18.25 | 23.53 | |
| PROB2026.02 | 0 | 63.75 | 4.06 | 22.6 | |
| OWOBJ2026.02 | 0 | 63.11 | 4.97 | 22.69 |