Object Detection on UHV-4K
17.2Detection RateGT (oracle)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GT (oracle)evaluation_model=Frozen YOLOv8-X (COCO-pretrained)2026.05 | 17.2 | 55.7 | 51.8 | 1.2 | |
| LiBrA-Netevaluation_model=Frozen YOLOv8-X (COCO-pretrained)2026.05 | 17 | 55.8 | 52.3 | 1.2 | |
| Hazyevaluation_model=Frozen YOLOv8-X (COCO-pretrained)2026.05 | 16.4 | 55.4 | 52 | 1.3 | |
| DVDevaluation_model=Frozen YOLOv8-X (COCO-pretrained)2026.05 | 14.7 | 54.1 | 49.3 | 0.9 | |
| MAP-Netevaluation_model=Frozen YOLOv8-X (COCO-pretrained)2026.05 | 14.3 | 54.5 | 50.2 | 0.6 | |
| CG-IDNevaluation_model=Frozen YOLOv8-X (COCO-pretrained)2026.05 | 14 | 54.2 | 51 | 0.9 |