Object Detection on ExDark (Night)
71.1mAPIA-CLAHE
Evaluation results
| Method | Links | |
|---|---|---|
| IA-CLAHEtile grid size=8 x 82026.04 | 71.1 | |
| LB-CLAHE2026.04 | 71 | |
| RB-CLAHEtile grid size=8 x 82026.04 | 70.9 | |
| IA-CLAHEtile grid size=1 x 12026.04 | 70.9 | |
| w/o enhancement2026.04 | 70.5 | |
| RB-CLAHEtile grid size=1 x 12026.04 | 70.4 | |
| ZeroDCE++2026.04 | 70.2 | |
| IA-3DLUT2026.04 | 70.1 | |
| CLAHEtile grid size=1 x 12026.04 | 68.4 | |
| CLAHEtile grid size=8 x 82026.04 | 68.2 | |
| HE2026.04 | 68 | |
| Transformer-based2026.04 | 66.6 | |
| Diffusion-based2026.04 | 66.4 |