Object Detection on COCO Cross-category (VOC to Non-VOC)
55.9Average Recall (Small)FRCNN (oracle)
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| FRCNN (oracle)status=upper bound, trained_on=all COCO classes2022.12 | 55.9 | 52.6 | 37.1 | 60 | 73.1 | |
| GOOD-Depthgeometric_cue=Depth2022.12 | 49.6 | 39 | 21.1 | 47.5 | 63.2 | |
| GOOD-Normalgeometric_cue=Normal2022.12 | 49.6 | 38.9 | 21.2 | 47.9 | 62 | |
| GOOD-Bothgeometric_cue=Depth and Normal2022.12 | 49.5 | 39.3 | 21.6 | 48.2 | 62.1 | |
| SelfTrain-RGBsource=RGB image2022.12 | 48.1 | 37.4 | 22.8 | 43.9 | 57.7 | |
| OLN2022.12 | 47.5 | 33.2 | 18.7 | 39.3 | 58.6 | |
| GGN2022.12 | 39.8 | 31.5 | 11.8 | 37.4 | 63.8 | |
| FRCNN (cls-agn)mode=class-agnostic baseline2022.12 | 38.5 | 27.3 | 10.8 | 30.2 | 55.8 |