Object Detection on DAWN Adverse weather
68.6mAPIA-CLAHE
Evaluation results
| Method | Links | |
|---|---|---|
| IA-CLAHEtile grid size=8 x 82026.04 | 68.6 | |
| RB-CLAHEtile grid size=8 x 82026.04 | 67.9 | |
| LB-CLAHE2026.04 | 67.9 | |
| IA-CLAHEtile grid size=1 x 12026.04 | 67.4 | |
| w/o enhancement2026.04 | 67.1 | |
| CLAHEtile grid size=8 x 82026.04 | 67 | |
| RB-CLAHEtile grid size=1 x 12026.04 | 67 | |
| CLAHEtile grid size=1 x 12026.04 | 66.9 | |
| IA-3DLUT2026.04 | 65.9 | |
| HE2026.04 | 64.4 | |
| ZeroDCE++2026.04 | 60.1 | |
| Transformer-based2026.04 | 58 | |
| Diffusion-based2026.04 | 56.3 |