Object Detection on ImageNetBoxes (val)
8.2APUniDetector
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| UniDetectorTraining data=COCO + O365 + OImg, Structure=P2023.03 | 8.2 | 11.4 | 16.9 | |
| UniDetectorTraining data=OImg, Structure=-2023.03 | 7.9 | 10.8 | 16 | |
| UniDetectorTraining data=COCO + OImg, Structure=P2023.03 | 6.9 | 9.5 | 14.7 | |
| UniDetectorTraining data=COCO, Structure=-2023.03 | 4.8 | 6.8 | 8.3 | |
| UniDetectorTraining data=COCO + O365, Structure=P2023.03 | 4.7 | 6.6 | 10.1 | |
| UniDetectorTraining data=COCO + O365, Structure=S2023.03 | 4.5 | 6.5 | 8.9 | |
| Faster RCNN (closed world)Training data=ImageNetBoxes2023.03 | 3.9 | 6.1 | 15.3 | |
| UniDetectorTraining data=O365, Structure=-2023.03 | 3.8 | 5.5 | 8.4 | |
| UniDetectorTraining data=COCO + O365, Structure=U2023.03 | 3.6 | 5.1 | 8 | |
| UniDetectorTraining data=COCO + O365 (+mosaic), Structure=U2023.03 | 3.6 | 5.1 | 7.7 | |
| UniDetectorTraining data=COCO + O365 (+pseudo [62]), Structure=U2023.03 | 3.6 | 5.1 | 7.6 |