| Paper | Code | mAP | ModelName | ReleaseDate |
|---|---|---|---|---|
| MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation | ✓ Link | 47.6 | MIC | 2022-12-02 |
| Bi-Dimensional Feature Alignment for Cross-Domain Object Detection | 42.5 | SSA-DA | 2020-11-14 | |
| Adaptive Object Detection with Dual Multi-Label Prediction | 38.8 | MCAR | 2020-03-29 | |
| Progressive Domain Adaptation for Object Detection | ✓ Link | 36.9 | Progressive Domain Adaptation | 2019-10-24 |
| Diversify and Match: A Domain Adaptive Representation Learning Paradigm for Object Detection | 34.6 | Diversify & Match | 2019-05-14 | |
| Domain Adaptive Faster R-CNN for Object Detection in the Wild | ✓ Link | 27.6 | FRCNN in the wild | 2018-03-08 |