| Paper | Code | mAP | ModelName | ReleaseDate |
|---|---|---|---|---|
| RT-DATR:Real-time Unsupervised Domain Adaptive Detection Transformer with Adversarial Feature Learning | ✓ Link | 46.5 | RT-DATR(real-time, 640x640，R-34) | 2025-04-12 |
| Diffusion Domain Teacher: Diffusion Guided Domain Adaptive Object Detector | ✓ Link | 43.4 | DDT(R-101) | 2025-06-04 |
| AWADA: Attention-Weighted Adversarial Domain Adaptation for Object Detection | 31.5 | AWADA | 2022-08-31 | |
| To miss-attend is to misalign! Residual Self-Attentive Feature Alignment for Adapting Object Detectors | ✓ Link | 29.6 | ILLUME | 2022-01-05 |