Object Detection on Sim10K (Source) to Cityscapes (Target) (test)
56Recall @ 0.1 IoUFocalNET
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| FocalNETVenue=NIPS'232024.07 | 56 | 69 | 74 | 86.5 | 64.1 | |
| D-MASTERNote=Proposed unsupervised domain adaptation framework2024.07 | 53 | 71 | 75 | 87.9 | 77.3 | |
| Dab-DETRVenue=ICLR'222024.07 | 43 | 57 | 63 | 84.3 | 55.2 | |
| Dab DEFVenue=ICLR 222024.07 | 40 | 46 | 50 | 83 | 54.6 | |
| DN DEF.Venue=CVPR 222024.07 | 39 | 44 | 47 | 82.5 | 52.6 | |
| DN-DETRVenue=CVPR'222024.07 | 38 | 47 | 58 | 82.8 | 39.3 | |
| DINOVenue=ICLR'232024.07 | 35 | 54 | 65 | 82 | 27.5 | |
| Cond.DETRVenue=ICCV'212024.07 | 30 | 47 | 51 | 83.3 | 43 | |
| YOLO-v5Venue=ICCVW'212024.07 | 26 | 34 | 36 | 82.8 | 31.1 | |
| FRCNNVenue=NIPS'152024.07 | 25 | 40 | 45 | 82.8 | 29.7 | |
| YOLO-V8Venue=UT'232024.07 | 6 | 8 | 10 | 25.8 | 34.6 |