Low-Light Image Enhancement on UHD 8K (7680×4320)
34.7PSNRLLFormer
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LLFormerStrategy=Patching2026.04 | 34.7 | 0.9926 | 0.9038 | 0.0263 | 7.11 | |
| CPEStrategy=Native E2E2026.04 | 22.8 | 0.9453 | 0.8542 | 0.1345 | 7.14 | |
| Zero-DCE++Strategy=Scale ×122026.04 | 19.37 | 0.9286 | 0.8657 | 0.2066 | 6.98 | |
| FLOLStrategy=Native2026.04 | 18.61 | 0.911 | 0.8026 | 0.2305 | 6.94 | |
| HVI-CIDNetStrategy=Patching2026.04 | 17.04 | 0.8864 | 0.753 | 0.1702 | 6.78 | |
| RetinexformerStrategy=Patching2026.04 | 16.85 | 0.7553 | 0.9238 | 0.2235 | 5.67 | |
| UHDMStrategy=Resize 2562026.04 | 14.3 | 0.7068 | 0.0391 | 0.5817 | 15.83 | |
| AGLLDiffStrategy=Resize 2562026.04 | 11.8 | 0.6786 | 0.0628 | 0.5845 | 15.57 |