Image Classification on CIFAR-10 step
97.15AccuracyFocalLoss
Evaluation results
| Method | Links | |
|---|---|---|
| FocalLossBackbone=ViT-base, Imbalance Ratio=502026.04 | 97.15 | |
| DSGDBackbone=ViT-base, Imbalance Ratio=502026.04 | 96.95 | |
| LNSRBackbone=ViT-base, Imbalance Ratio=502026.04 | 96.9 | |
| PCGradBackbone=ViT-base, Imbalance Ratio=502026.04 | 96.84 | |
| NoisyTuneBackbone=ViT-base, Imbalance Ratio=502026.04 | 96.8 | |
| FFTBackbone=ViT-base, Imbalance Ratio=502026.04 | 96.09 | |
| DSGDBackbone=ViT-base, Imbalance Ratio=1002026.04 | 84.18 | |
| LNSRBackbone=ViT-base, Imbalance Ratio=1002026.04 | 84.03 | |
| FFTBackbone=ViT-base, Imbalance Ratio=1002026.04 | 83.27 | |
| PCGradBackbone=ViT-base, Imbalance Ratio=1002026.04 | 82.05 | |
| FocalLossBackbone=ViT-base, Imbalance Ratio=1002026.04 | 70.31 | |
| NoisyTuneBackbone=ViT-base, Imbalance Ratio=1002026.04 | 68.86 |