Low-light Image Enhancement on Sony-Total-Dark
23.577PSNRTPCNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TPCNetFLOPs(G)=8.762025.11 | 23.577 | 0.691 | — | |
| RHVI-FDD2026.04 | 23.275 | 0.684 | — | |
| InterLight2026.05 | 22.98 | 0.681 | — | |
| HVI-CIDNet2025.11 | 22.904 | 0.676 | — | |
| HVI-CIDNet2026.04 | 22.904 | 0.676 | — | |
| CIDNet2026.05 | 22.9 | 0.676 | — | |
| UnSCARTraining=Jointly trained on all tasks2026.03 | 21.92 | 0.74 | 0.37 | |
| OneRestoreTraining=Jointly trained on all tasks2026.03 | 21.46 | 0.71 | 0.57 | |
| NAFNetTraining=Jointly trained on all tasks2026.03 | 20.88 | 0.69 | 0.53 | |
| LEDNet2026.04 | 20.83 | 0.648 | — | |
| PromptIRTraining=Jointly trained on all tasks2026.03 | 20.43 | 0.62 | 0.58 | |
| InstructIRTraining=Jointly trained on all tasks2026.03 | 20.29 | 0.69 | 0.55 | |
| AwRaCleTraining=Jointly trained on all tasks2026.03 | 19.47 | 0.55 | 0.64 | |
| RestormerTraining=Jointly trained on all tasks2026.03 | 19.02 | 0.64 | 0.62 | |
| AdaIRTraining=Jointly trained on all tasks2026.03 | 18.84 | 0.61 | 0.65 | |
| RetinexNet2025.11 | 18.23 | 0.596 | — | |
| LLFlow2026.05 | 16.23 | 0.367 | — | |
| LLFlow2026.04 | 16.226 | 0.367 | — | |
| RetinexNet2026.05 | 15.7 | 0.395 | — | |
| RetinexNet2026.04 | 15.695 | 0.395 | — | |
| URetinexNet2026.05 | 15.52 | 0.323 | — | |
| PairLIE2025.11 | 15.34 | 0.532 | — | |
| ZeroDCE2026.05 | 14.09 | 0.09 | — | |
| Zero-DCE2026.04 | 14.087 | 0.09 | — | |
| ZeroDCE++FLOPs(G)=0.612025.11 | 12.683 | 0.082 | — | |
| RUAS2026.04 | 12.622 | 0.081 | — | |
| URetinexNet2026.04 | 12.622 | 0.081 | — | |
| RUAS2026.05 | 12.62 | 0.081 | — | |
| RUASFLOPs(G)=0.832025.11 | 10.456 | 0.086 | — |