RT-DATR(real-time, 640x640)

Reported on 4 benchmarks across 2 tasks · 1 paper · 2 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology2 results

Domain AdaptationonKitti to Cityscapes
mAP@0.5· 2025-04-12
50.3
SOTA
RT-DATR:Real-time Unsupervised Domain Adaptive Detection Transformer with Adversarial Feature Learning arXiv:2504.09196
Domain AdaptationonSIM10K to Cityscapes
mAP@0.5· 2025-04-12
67.2
best: 77.8 (ALDI++)
RT-DATR:Real-time Unsupervised Domain Adaptive Detection Transformer with Adversarial Feature Learning arXiv:2504.09196

Other2 results

Unsupervised Domain AdaptationonKitti to Cityscapes
mAP@0.5· 2025-04-12
50.3
SOTA
RT-DATR:Real-time Unsupervised Domain Adaptive Detection Transformer with Adversarial Feature Learning arXiv:2504.09196
Unsupervised Domain AdaptationonSIM10K to Cityscapes
mAP@0.5· 2025-04-12
67.2
best: 77.8 (ALDI++)
RT-DATR:Real-time Unsupervised Domain Adaptive Detection Transformer with Adversarial Feature Learning arXiv:2504.09196