Multiple Exposure Correction on MSEC Over 1 (test)
23.479PSNRCoTF
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CoTFLearning Type=SL, Reference=CVPR’ 242026.05 | 23.479 | 87.9 | 0.124 | |
| SLOTLearning Type=SL, Reference=CVPR’ 252026.05 | 23.213 | 87.7 | 0.121 | |
| FECNetLearning Type=SL, Reference=ECCV’ 222026.05 | 23.035 | 86.7 | 0.158 | |
| MSLTLearning Type=SL, Reference=WACV’ 242026.05 | 22.007 | 84.9 | 0.15 | |
| ZeroIDIRLearning Type=UL, Reference=Ours2026.05 | 21.673 | 83.9 | 0.145 | |
| CMECLearning Type=SL, Reference=BMVC’ 212026.05 | 21.461 | 83.9 | 0.176 | |
| IATLearning Type=SL, Reference=BMVC’ 222026.05 | 21.216 | 84.7 | 0.16 | |
| ECMsupervision=Supervised, training_free=false, low_light_specialization=false2026.05 | 20.99 | 88.1 | — | |
| MSECLearning Type=SL, Reference=CVPR’ 212026.05 | 20.016 | 82.7 | 0.177 | |
| Afifi et al. w/o Ladvsupervision=Supervised, training_free=false, low_light_specialization=false2026.05 | 19.35 | 73.7 | — | |
| Afifi et al. w/ Ladvsupervision=Supervised, training_free=false, low_light_specialization=false2026.05 | 19.2 | 72.8 | — | |
| UECLearning Type=UL, Reference=ECCV’ 242026.05 | 19.054 | 80.7 | 0.177 | |
| PSENetLearning Type=UL, Reference=WACV’ 232026.05 | 18.939 | 80.6 | 0.183 | |
| HICNetsupervision=Unsupervised, training_free=false, low_light_specialization=false2026.05 | 18.91 | 81.7 | — | |
| SCI (Retraining)supervision=Unsupervised, training_free=false, low_light_specialization=true2026.05 | 18.38 | 79.5 | — | |
| UECsupervision=Unsupervised, training_free=false, low_light_specialization=false2026.05 | 17.64 | 80.8 | — | |
| ExposureLearning Type=UL, Reference=ToG’ 182026.05 | 17.627 | 78.4 | 0.235 | |
| QuadPriorsupervision=Unsupervised, training_free=false, low_light_specialization=false2026.05 | 16.99 | 77.8 | — | |
| HEsupervision=Unsupervised, training_free=true, low_light_specialization=false2026.05 | 16.58 | 68.3 | — | |
| DPED (BB)supervision=Supervised, training_free=false, low_light_specialization=false2026.05 | 16.44 | 66.2 | — | |
| HDR CNNsupervision=Supervised, training_free=false, low_light_specialization=false2026.05 | 16.08 | 68 | — | |
| DPE (S-FiveK)supervision=Supervised, training_free=false, low_light_specialization=false2026.05 | 16.04 | 66.1 | — | |
| DUALLearning Type=UL, Reference=CFG’ 192026.05 | 15.838 | 70.1 | 0.277 | |
| DPE (U-FiveK)supervision=Supervised, training_free=false, low_light_specialization=false2026.05 | 15.45 | 64 | — | |
| DPE (HDR)supervision=Supervised, training_free=false, low_light_specialization=false2026.05 | 15.41 | 58.9 | — | |
| PECLearning Type=UL, Reference=Arxiv’ 222026.05 | 15.117 | 72.9 | 0.254 | |
| CLAHEsupervision=Unsupervised, training_free=true, low_light_specialization=false2026.05 | 14.81 | 58.9 | — | |
| WVMsupervision=Unsupervised, training_free=true, low_light_specialization=false2026.05 | 13.5 | 65.7 | — | |
| HQECsupervision=Unsupervised, training_free=true, low_light_specialization=false2026.05 | 12.88 | 63.8 | — | |
| ExCNetLearning Type=UL, Reference=MM’ 192026.05 | 12.8 | 68.3 | 0.295 | |
| RetinexNetsupervision=Supervised, training_free=false, low_light_specialization=true2026.05 | 11.06 | 60 | — | |
| Zero-DCEsupervision=Unsupervised, training_free=false, low_light_specialization=true2026.05 | 11.02 | 52 | — | |
| Deep UPEsupervision=Supervised, training_free=false, low_light_specialization=true2026.05 | 11.01 | 57.3 | — | |
| LIMEsupervision=Unsupervised, training_free=true, low_light_specialization=true2026.05 | 10.49 | 58.2 | — | |
| SCI (Official)supervision=Unsupervised, training_free=false, low_light_specialization=true2026.05 | 6.6 | 52.3 | — |