Image Classification on CIFAR-10 Darken (severity-averaged) (test)
89.72AccuracyHE
Evaluation results
| Method | Links | |
|---|---|---|
| HEPre-proc.=Histogram Equalization2026.05 | 89.72 | |
| γ=2.2Pre-proc.=Gamma correction2026.05 | 88.66 | |
| γ=1.5Pre-proc.=Gamma correction2026.05 | 88.36 | |
| Zero-DCE++Model=Zero-DCE++2026.05 | 88.06 | |
| γ=3.0Pre-proc.=Gamma correction2026.05 | 87.88 | |
| GC-ARTModel=GC-ART2026.05 | 87.24 | |
| Zero-DCEModel=Zero-DCE2026.05 | 87.18 | |
| BaselineModel=Baseline2026.05 | 85.87 | |
| CLAHEPre-proc.=CLAHE2026.05 | 82.94 |