Low-Light Enhancement on LOL v1 (PSNR, SSIM)
23.58PSNRCEA-IR-S
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CEA-IR-SParams.=10M, Capacity=Light2026.05 | 23.58 | 85.8 | |
| CEA-IRParams.=22M, Capacity=Heavy2026.05 | 23.32 | 85.7 | |
| Res-HAIRParams.=29M, Capacity=Heavy2026.05 | 23.12 | 84.7 | |
| InstructIR-5DParams.=17M, Capacity=Heavy2026.05 | 23 | 83.6 | |
| MoCE-IRParams.=25M, Capacity=Heavy2026.05 | 23 | 85.2 | |
| GridformerParams.=34M, Capacity=Heavy2026.05 | 22.59 | 83.1 | |
| MambaIRParams.=27M, Capacity=Heavy2026.05 | 22.49 | 83.2 | |
| VLU-NetParams.=35M, Capacity=Heavy2026.05 | 22.29 | 83.3 | |
| DGUNetParams.=17M, Capacity=Heavy2026.05 | 21.87 | 82.3 | |
| MoCE-IR-SParams.=11M, Capacity=Light2026.05 | 21.68 | 85.1 | |
| IDRParams.=15M, Capacity=Heavy2026.05 | 21.34 | 82.6 | |
| TransweatherParams.=38M, Capacity=Heavy2026.05 | 21.21 | 79.2 | |
| NAFNetParams.=17M, Capacity=Heavy2026.05 | 20.49 | 80.9 | |
| RestormerParams.=26M, Capacity=Heavy2026.05 | 20.41 | 80.6 | |
| DLParams.=2M, Capacity=Light2026.05 | 19.83 | 71.2 | |
| TAPEParams.=1M, Capacity=Light2026.05 | 18.97 | 62.1 | |
| AirNetParams.=9M, Capacity=Light2026.05 | 18.18 | 73.5 | |
| SwinIRParams.=1M, Capacity=Light2026.05 | 17.81 | 72.3 |