Object Detection on BDD100K Daytime (mAP@0.5 C/K)
76mAP@0.5 (C+K)All-combined
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| All-combinedSetting=Oracle, Evaluation Framework=RegionCLIP2026.05 | 76 | — | — | |
| Target-onlySetting=Oracle, Venue=CVPR’22, Evaluation Framework=RegionCLIP2026.05 | 75.4 | — | — | |
| MS-DeProSetting=MSDA, Venue=KBS’262026.05 | 68.4 | — | — | |
| ACIASetting=MSDA, Venue=WACV’252026.05 | 59.1 | — | — | |
| PMTSetting=MSDA, Venue=WACV’242026.05 | 58.7 | — | — | |
| TPKPSetting=MSDA, Venue=CVPR’222026.05 | 58.4 | — | — | |
| DMSNSetting=MSDA, Venue=ICCV’212026.05 | 49.2 | — | — | |
| A.T.Setting=UDA, Venue=CVPR’222026.05 | 48.4 | 49.8 | 40.1 | |
| UMTSetting=UDA, Venue=CVPR’212026.05 | 47 | 47.5 | 35.4 | |
| Source-onlySetting=Lower Bound, Evaluation Framework=RegionCLIP2026.05 | 45.2 | 47.2 | 41.9 | |
| M3SDASetting=MSDA, Venue=ICCV’192026.05 | 44.1 | — | — | |
| Zero-shotSetting=Lower Bound, Venue=CVPR’22, Evaluation Framework=RegionCLIP2026.05 | 43.5 | — | — | |
| MDANSetting=MSDA, Venue=NeurIPS’192026.05 | 43.2 | — | — |