Object Detection on Objects365 (novel classes)
22.8AR^b @ 10SWORD
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| SWORD2025.04 | 22.8 | 43.9 | 25 | 48.6 | 57.6 | — | — | |
| LDET2025.04 | 20 | 36.8 | 20.7 | 40.5 | 48.9 | — | — | |
| v-CLRbase_architecture=DINO-DETR2025.04 | 19.7 | 47.9 | 26.2 | 51.6 | 64 | — | — | |
| v-CLRbase_architecture=Deformable-DETR2025.04 | 19.4 | 45.9 | 23.8 | 49.3 | 62.8 | — | — | |
| Mask-RCNN2025.04 | 19.3 | 32.8 | 18.2 | 36.4 | 43.5 | — | — | |
| Def-DETR2025.04 | 19 | 40.1 | 22.8 | 43.4 | 54.1 | — | — | |
| DINO-DETR2025.04 | 19 | 46.4 | 28.8 | 50 | 58.6 | — | — | |
| OLN-MaskClass-agnostic=true2021.08 | 13.3 | 30.7 | — | — | — | 18.9 | 26 | |
| OLN-BoxClass-agnostic=true2021.08 | 13.1 | 30.6 | — | — | — | 18.8 | 26 | |
| Faster R-CNNClass-agnostic=true2021.08 | 10.1 | 23.1 | — | — | — | 13.7 | 19.1 | |
| Mask R-CNNClass-agnostic=true2021.08 | 10.1 | 23.3 | — | — | — | 13.7 | 19.2 | |
| RPNClass-agnostic=true2021.08 | 8.8 | 22.5 | — | — | — | 12.5 | 18.1 |