Object Detection on SIM10k -> Cityscapes
68.6APDSBCO
Evaluation results
| Method | Links | |
|---|---|---|
| DSBCOVenue=-, Detector=FCOS2026.06 | 68.6 | |
| MGCAMTVenue=TIP '25, Detector=RetinaNet2026.06 | 67.5 | |
| HTVenue=CVPR '23, Detector=FCOS2026.06 | 65.5 | |
| MRTVenue=ICCV '23, Detector=Def DETR2026.06 | 62 | |
| DSTSVenue=Information '25, Detector=FCOS2026.06 | 60.4 | |
| OADAVenue=ECCV '22, Detector=FCOS2026.06 | 59.2 | |
| AT + REACTVenue=TIP '24, Detector=Faster R-CNN2026.06 | 58.6 | |
| CIGARVenue=CVPR '23, Detector=FCOS2026.06 | 58.5 | |
| MTMVenue=AAAI '24, Detector=Def DETR2026.06 | 58.1 | |
| BIADTVenue=ICCV '23, Detector=Def DETR2026.06 | 56.6 | |
| LSCDIGMVenue=J SUPERCOMPUT '25, Detector=FCOS2026.06 | 56.2 | |
| MT + DASVenue=NeurIPS '24, Detector=Faster R-CNN2026.06 | 55.4 | |
| PTVenue=ICML '22, Detector=Faster R-CNN2026.06 | 55.1 | |
| DA-DETRVenue=CVPR '23, Detector=Def DETR2026.06 | 54.7 | |
| O2NetVenue=ACM MM '22, Detector=Def DETR2026.06 | 54.1 | |
| SIGMAVenue=CVPR '22, Detector=FCOS2026.06 | 53.7 | |
| TDDVenue=CVPR '22, Detector=Faster R-CNN2026.06 | 53.4 | |
| AT + DSD-DAVenue=ICML '24, Detector=Faster R-CNN2026.06 | 52.5 | |
| D_adaptVenue=ICLR '22, Detector=Faster R-CNN2026.06 | 50.3 | |
| RPA + PCLreimplemented baseline=true, backbone=Vgg16, s hyperparameter=202021.11 | 47.8 | |
| RPAreimplemented=true, backbone=Vgg162021.11 | 45.3 | |
| MEGA-CDA2021.11 | 44.8 | |
| UMT2021.11 | 43.1 | |
| Source OnlyVenue=-, Detector=FCOS2026.06 | 39.8 |