Image Classification on CIFAR-100 step
87.93AccuracyDSGD
Evaluation results
| Method | Links | |
|---|---|---|
| DSGDBackbone=ViT-base, Imbalance Ratio=502026.04 | 87.93 | |
| NoisyTuneBackbone=ViT-base, Imbalance Ratio=502026.04 | 87.89 | |
| LNSRBackbone=ViT-base, Imbalance Ratio=502026.04 | 87.72 | |
| PCGradBackbone=ViT-base, Imbalance Ratio=502026.04 | 87.24 | |
| FocalLossBackbone=ViT-base, Imbalance Ratio=502026.04 | 86.6 | |
| FFTBackbone=ViT-base, Imbalance Ratio=502026.04 | 84.3 | |
| DSGDBackbone=ViT-base, Imbalance Ratio=1002026.04 | 59.91 | |
| LNSRBackbone=ViT-base, Imbalance Ratio=1002026.04 | 57.26 | |
| FocalLossBackbone=ViT-base, Imbalance Ratio=1002026.04 | 57.19 | |
| NoisyTuneBackbone=ViT-base, Imbalance Ratio=1002026.04 | 57.17 | |
| FFTBackbone=ViT-base, Imbalance Ratio=1002026.04 | 56.73 | |
| PCGradBackbone=ViT-base, Imbalance Ratio=1002026.04 | 50.01 |