Object Detection on COCO Cross-category (Person to Non-Person)
55.9AR_SFRCNN (oracle)
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| FRCNN (oracle)status=upper bound, trained_on=all COCO classes2022.12 | 55.9 | 53.4 | 37.9 | 59.5 | 73 | |
| GOOD-Bothgeometric_cue=Depth and Normal2022.12 | 37.3 | 25.9 | 14.2 | 32.6 | 38.9 | |
| GOOD-Depthgeometric_cue=Depth2022.12 | 37 | 25.6 | 12.8 | 30.4 | 42.4 | |
| GOOD-Normalgeometric_cue=Normal2022.12 | 35.6 | 23.7 | 13.9 | 27.6 | 36 | |
| SelfTrain-RGBsource=RGB image2022.12 | 32.5 | 18.7 | 11.3 | 18.6 | 32.6 | |
| OLN2022.12 | 30.9 | 16.5 | 8.7 | 14.7 | 33.4 | |
| GGN2022.12 | 30.3 | 20.7 | 12 | 25.6 | 29.6 | |
| FRCNN (cls-agn)mode=class-agnostic baseline2022.12 | 25.7 | 12.2 | 8.7 | 12.4 | 18.2 |