Object Detection on COCO Dark (val)
35.3mAPLR-YOLOv8
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| LR-YOLOv82025.10 | 35.3 | 50.5 | 37.9 | 19 | 38.3 | 49.7 | |
| FeatEnHancer -> YOLOv82025.10 | 34.1 | 49.2 | 37.1 | 17.9 | 37 | 48.5 | |
| GDIP -> YOLOv82025.10 | 33.4 | — | 36 | 17.5 | 35.9 | 47.6 | |
| IA -> YOLOv82025.10 | 33.3 | 47.8 | 36 | 17.7 | 36.1 | 48.2 | |
| YOLOv82025.10 | 31.3 | 45.2 | 33.5 | 16.5 | 34.2 | 45.1 | |
| InstructIR -> YOLOv82025.10 | 31.1 | 44.8 | 33.3 | 15 | 33.7 | 46.5 | |
| InstructIR -> YOLOv8Training Strategy=Alternating training2025.10 | 30.4 | 43.8 | 32.7 | 15.5 | 32.9 | 45.2 | |
| InstructIR -> YOLOv8Training Strategy=Adversarial training2025.10 | 30.2 | 43.8 | 32.3 | 14.3 | 32.9 | 44.5 |