Object Detection on COCO-Partial 10% labeled
43.5mAPSemi-DETR(DINO)
Evaluation Results
| Method | Links | |
|---|---|---|
| Semi-DETR(DINO)Category=End-to-End, Detector=DINO2023.07 | 43.5 | |
| DINO SSOD (Baseline)Category=End-to-End, Detector=DINO, Training=SSOD Baseline2023.07 | 41.6 | |
| Omi-DETR(DINO)Category=End-to-End, Detector=DINO2023.07 | 41.3 | |
| Semi-DETR(Def-DETR)Category=End-to-End, Detector=Deformable DETR2023.07 | 38.1 | |
| Dense TeacherCategory=One-Stage2023.07 | 37.13 | |
| DSLCategory=Two-Stage2023.07 | 36.22 | |
| PseCoCategory=Two-Stage2023.07 | 36.06 | |
| DINO(Sup only)Category=End-to-End, Detector=DINO, Training=Supervised Only2023.07 | 35 | |
| Def-DETR SSOD(Baseline)Category=End-to-End, Detector=Deformable DETR, Training=SSOD Baseline2023.07 | 34.8 | |
| Omi-DETR(Def-DETR)Category=End-to-End, Detector=Deformable DETR2023.07 | 34.1 | |
| Soft-TeacherCategory=Two-Stage2023.07 | 34.04 | |
| Unbiased Teacher v2Category=One-Stage2023.07 | 32.61 | |
| Unbiased TeacherCategory=Two-Stage2023.07 | 31.5 | |
| STAC+VL-PLM2022.07 | 29.61 | |
| Def-DETR(Sup only)Category=End-to-End, Detector=Deformable DETR, Training=Supervised Only2023.07 | 29.2 | |
| STAC2022.07 | 28.64 | |
| Supervised+VL-PLM2022.07 | 27.23 | |
| Supervised+PLs2022.07 | 25.98 | |
| Supervised2022.07 | 22.1 |