Object Detection on COCO Haze (val)
37.7mAPLR-YOLOv8
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| LR-YOLOv82025.10 | 37.7 | 53.3 | 40.6 | 19.5 | 41.6 | 52.7 | |
| FeatEnHancer -> YOLOv82025.10 | 36.7 | 52.2 | 39.7 | 18.3 | 40.5 | 52.1 | |
| GDIP -> YOLOv82025.10 | 36.6 | 51.8 | 39.4 | 18.1 | 40.6 | 51.5 | |
| IA -> YOLOv82025.10 | 36.4 | 51.4 | 39.5 | 18 | 39.8 | 51.6 | |
| InstructIR -> YOLOv8Training Strategy=Alternating training2025.10 | 35 | 49.7 | 37.9 | 17 | 38.9 | 51.1 | |
| InstructIR -> YOLOv82025.10 | 33.8 | 47.7 | 36.6 | 15.6 | 37.2 | 50.3 | |
| InstructIR -> YOLOv8Training Strategy=Adversarial training2025.10 | 33.4 | 47.7 | 36.1 | 15.2 | 36.8 | 49 | |
| YOLOv82025.10 | 20.3 | 28.8 | 22 | 9.1 | 22.8 | 29.1 |