Exposure Correction on MSEC Average 1 (test)
20.87PSNRECM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ECMsupervision=Supervised2026.05 | 20.87 | 87.7 | |
| Afifi et al. w/o Ladvsupervision=Supervised2026.05 | 19.48 | 73.9 | |
| Afifi et al. w/ Ladvsupervision=Supervised2026.05 | 19.38 | 73.1 | |
| HICNetsupervision=Unsupervised2026.05 | 18.96 | 81.5 | |
| DPED (BB)supervision=Supervised2026.05 | 17.89 | 67.1 | |
| SCI (Retraining)supervision=Unsupervised, low_light_specialization=true2026.05 | 17.71 | 77.6 | |
| UECsupervision=Unsupervised2026.05 | 17.55 | 80.9 | |
| DPE (S-FiveK)supervision=Supervised2026.05 | 17.51 | 67.7 | |
| QuadPriorsupervision=Unsupervised2026.05 | 17.38 | 78.3 | |
| HDR CNNsupervision=Supervised2026.05 | 17.03 | 68.7 | |
| DPE (U-FiveK)supervision=Supervised2026.05 | 16.67 | 65.5 | |
| HEsupervision=Unsupervised, training_free=true2026.05 | 16.58 | 68.2 | |
| DPE (HDR)supervision=Supervised2026.05 | 16.21 | 62.3 | |
| WVMsupervision=Unsupervised, training_free=true2026.05 | 15.55 | 68.8 | |
| CLAHEsupervision=Unsupervised, training_free=true2026.05 | 15.43 | 60.2 | |
| HQECsupervision=Unsupervised, training_free=true2026.05 | 14.49 | 66.6 | |
| Deep UPEsupervision=Supervised, low_light_specialization=true2026.05 | 14.25 | 64 | |
| Zero-DCEsupervision=Unsupervised, low_light_specialization=true2026.05 | 12.6 | 54.9 | |
| LIMEsupervision=Unsupervised, training_free=true, low_light_specialization=true2026.05 | 12.15 | 61.8 | |
| RetinexNetsupervision=Supervised, low_light_specialization=true2026.05 | 11.63 | 60.7 | |
| SCI (Official)supervision=Unsupervised, low_light_specialization=true2026.05 | 7.64 | 56.1 |