Open-Vocabulary Object Detection on OV-COCO-C (test)
17.8mAP@0.5 (Gauss)Baron
Evaluation Results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Baron2026.03 | 17.8 | 17.3 | 13.6 | 18.3 | 12.2 | 17 | 10.7 | 17.6 | 21.4 | 29.2 | 30.8 | 23 | 23.6 | 17.3 | 19.9 | 19.3 | |
| PICA2026.03 | 17.8 | 17.8 | 13.8 | 19.6 | 12.5 | 17.4 | 11 | 19.8 | 22.8 | 31.3 | 33.6 | 24.7 | 25.6 | 19.5 | 22.6 | 20.7 | |
| Baron†Augmentation=Mixup with DeepCORAL2026.03 | 17.7 | 17.5 | 14.4 | 18.9 | 12.1 | 16.8 | 10.7 | 18.9 | 22.3 | 30.1 | 31.3 | 24.3 | 23.7 | 17.8 | 20.6 | 19.8 | |
| Obj2026.03 | 16.1 | 16.6 | 11.5 | 19.6 | 12.2 | 19 | 11.4 | 17.1 | 22.3 | 30.8 | 34.8 | 22.1 | 26.7 | 16.3 | 16.3 | 19.5 | |
| RALF2026.03 | 16 | 16.6 | 11.5 | 19.6 | 12.2 | 19 | 11.4 | 17.1 | 22.4 | 31.2 | 34.8 | 22.1 | 26.7 | 16.3 | 16.3 | 19.5 | |
| Baron*Augmentation=Mixup with DDC2026.03 | 15.8 | 16.1 | 12.3 | 16.5 | 10.9 | 15.1 | 9.2 | 17.4 | 20.9 | 28.3 | 30.2 | 21.8 | 22.3 | 17.4 | 19.4 | 18.3 | |
| VL-PLM2026.03 | 14.1 | 14.6 | 10.3 | 16.8 | 10.8 | 16.4 | 10.8 | 15.7 | 19.7 | 26.2 | 29.2 | 18.6 | 22.8 | 14.4 | 12.1 | 16.8 | |
| R.CLIP2026.03 | 12.5 | 12.7 | 10.7 | 13.2 | 5 | 12.7 | 7.8 | 12.9 | 17.2 | 25.6 | 26 | 23.3 | 18 | 12.3 | 11.6 | 14.8 | |
| DQUO2026.03 | 9.7 | 9.4 | 6.6 | 8 | 5.4 | 10.6 | 6 | 13 | 18.3 | 30.5 | 32.3 | 21.8 | 22.1 | 12.4 | 14.6 | 14.7 | |
| SIA2026.03 | 9.1 | 9.3 | 5.7 | 7.6 | 4.7 | 9.7 | 5.6 | 11.9 | 16.4 | 27.7 | 29.2 | 20.2 | 19.6 | 11.2 | 13.4 | 13.4 | |
| CORA2026.03 | 8.6 | 8.7 | 5.4 | 6.8 | 4.6 | 9.4 | 5.4 | 11.4 | 13.7 | 27 | 28.8 | 19.1 | 19.2 | 10.8 | 12.6 | 12.8 |