Diverse Object Detection on D3 (Intra-scenario)
21.6mAP (FULL)OFA-DOD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OFA-DODCategory=DOD, Scale=base2023.07 | 21.6 | 23.7 | 15.4 | |
| G-DINOCategory=Bi-functional, Scale=base2023.07 | 20.7 | 20.1 | 22.5 | |
| UNINEXTCategory=Bi-functional, Scale=huge2023.07 | 20 | 20.6 | 18.1 | |
| G-DINOCategory=Bi-functional, Scale=tiny2023.07 | 19.2 | 18.5 | 21.2 | |
| UNINEXTCategory=Bi-functional, Scale=large2023.07 | 17.9 | 18.6 | 15.9 | |
| OWL-ViTCategory=OVD, Scale=large2023.07 | 9.6 | 10.7 | 6.4 | |
| OWL-ViTCategory=OVD, Scale=base2023.07 | 8.6 | 8.5 | 8.8 | |
| CORACategory=OVD, Backbone=R502023.07 | 6.2 | 6.7 | 5 | |
| OFACategory=REC, Scale=large2023.07 | 4.2 | 4.1 | 4.6 | |
| OFACategory=REC, Scale=base2023.07 | 3.4 | 3 | 4.3 |