Image Classification on CIFAR-10 Contrast (severity-averaged) (test)
89.12AccuracyHE
Evaluation results
| Method | Links | |
|---|---|---|
| HEPre-proc.=Histogram Equalization2026.05 | 89.12 | |
| CLAHEPre-proc.=CLAHE2026.05 | 58.67 | |
| GC-ARTModel=GC-ART2026.05 | 48.45 | |
| γ=3.0Pre-proc.=Gamma correction2026.05 | 48.01 | |
| γ=2.2Pre-proc.=Gamma correction2026.05 | 47.68 | |
| γ=1.5Pre-proc.=Gamma correction2026.05 | 47.19 | |
| Zero-DCEModel=Zero-DCE2026.05 | 47.17 | |
| Zero-DCE++Model=Zero-DCE++2026.05 | 47.13 | |
| BaselineModel=Baseline2026.05 | 46.27 |