Image Classification on CIFAR-10-C Brightness (severity-averaged) (test)
86.15AccuracyZero-DCE++
Evaluation results
| Method | Links | |
|---|---|---|
| Zero-DCE++Model=Zero-DCE++2026.05 | 86.15 | |
| γ=3.0Pre-proc.=Gamma correction2026.05 | 85.92 | |
| γ=2.2Pre-proc.=Gamma correction2026.05 | 85.78 | |
| BaselineModel=Baseline2026.05 | 85.77 | |
| Zero-DCEModel=Zero-DCE2026.05 | 85.69 | |
| γ=1.5Pre-proc.=Gamma correction2026.05 | 85.66 | |
| GC-ARTModel=GC-ART2026.05 | 85.44 | |
| HEPre-proc.=Histogram Equalization2026.05 | 82 | |
| CLAHEPre-proc.=CLAHE2026.05 | 75.1 |