Object Detection on URPC dataset
83PrecisionRaw
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RawDetector=YOLOv8, Pre-processing=None2026.06 | 83 | 70.5 | 79.4 | 44.5 | |
| WaterNetDetector=YOLOv8, Pre-processing=WaterNet2026.06 | 82 | 71.7 | 80.5 | 44.7 | |
| HUPEDetector=YOLOv8, Pre-processing=HUPE2026.06 | 81.9 | 73.2 | 80.9 | 45.4 | |
| Dual-Branch Collaborative FrameworkDetector=YOLOv82026.06 | 81.8 | 73.5 | 81.5 | 45.6 | |
| ULAPDetector=YOLOv8, Pre-processing=ULAP2026.06 | 81.5 | 71.1 | 79.2 | 44.2 | |
| PUIE-NetDetector=YOLOv8, Pre-processing=PUIE-Net2026.06 | 81.5 | 72.3 | 80.7 | 45.1 | |
| WBDetector=YOLOv8, Pre-processing=White Balance2026.06 | 81.3 | 71.6 | 80.3 | 44.9 | |
| HEDetector=YOLOv8, Pre-processing=Histogram Equalization2026.06 | 80.7 | 68 | 76.9 | 41.9 | |
| FUnIE-GANDetector=YOLOv8, Pre-processing=FUnIE-GAN2026.06 | 80.6 | 69.2 | 77.6 | 42.6 | |
| UWCNNDetector=YOLOv8, Pre-processing=UWCNN2026.06 | 80.4 | 70.1 | 78.2 | 43.7 | |
| FusionDetector=YOLOv8, Pre-processing=Fusion-based enhancement2026.06 | 79.7 | 69.6 | 77.6 | 42.9 |