Low-light Image Enhancement on MEF (test)
3.59NIQESplatBright
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SplatBrightCross-dataset inference=RE10K -> MEF2025.12 | 3.59 | 56.59 | — | — | — | |
| DLLMVSplat integration=true, Cross-dataset inference=RE10K -> MEF2025.12 | 3.76 | 45.18 | — | — | — | |
| SCIMVSplat integration=true, Cross-dataset inference=RE10K -> MEF2025.12 | 3.8 | 48.26 | — | — | — | |
| LIMEMVSplat integration=true, Cross-dataset inference=RE10K -> MEF2025.12 | 3.84 | 50.84 | — | — | — | |
| Zero-DCEMVSplat integration=true, Cross-dataset inference=RE10K -> MEF2025.12 | 3.96 | 50.82 | — | — | — | |
| LLFlowMVSplat integration=true, Cross-dataset inference=RE10K -> MEF2025.12 | 3.98 | 48.06 | — | — | — | |
| KinDMVSplat integration=true, Cross-dataset inference=RE10K -> MEF2025.12 | 4.03 | 49.69 | — | — | — | |
| RetinexMVSplat integration=true, Cross-dataset inference=RE10K -> MEF2025.12 | 4.19 | 54.8 | — | — | — | |
| RUASMVSplat integration=true, Cross-dataset inference=RE10K -> MEF2025.12 | 4.34 | 42.42 | — | — | — | |
| EnlightenGANMVSplat integration=true, Cross-dataset inference=RE10K -> MEF2025.12 | 4.43 | 36.23 | — | — | — | |
| Gaussian-DKRetrained=true, Cross-dataset inference=RE10K -> MEF2025.12 | 4.77 | 30.92 | — | — | — | |
| Aleth-NeRFRetrained=true, Cross-dataset inference=RE10K -> MEF2025.12 | 4.79 | 38.38 | — | — | — | |
| KinDtrained_on=LOLv22026.07 | 5.431 | — | 25.984 | 43.42 | 23.016 | |
| DMSA-Nettrained_on=LOLv22026.07 | 6.063 | — | 19.418 | 57.01 | 23.876 | |
| PairLIEtrained_on=LOLv22026.07 | 6.201 | — | 25.358 | 63.915 | 24.701 | |
| LLFlowtrained_on=LOLv22026.07 | 6.441 | — | 22.825 | 62.056 | 21.422 | |
| RetinexNettrained_on=LOLv22026.07 | 9.754 | — | 31.157 | 74.402 | 20.301 | |
| Inputtrained_on=LOLv22026.07 | 10.629 | — | 34.052 | — | 18.58 |