Image Classification on CIFAR-10-LT
30.45Balanced AccuracyCross-Entropy
Evaluation results
| Method | Links | |
|---|---|---|
| Cross-Entropy2022.01 | 30.45 | |
| LDAM loss2022.01 | 26.37 | |
| LA lossτ=12022.01 | 23.13 | |
| AutoBalance (Algo. 1)Design Space=α ← ι2022.01 | 23.02 | |
| AutoBalance (Algo. 1)Design Space=α ← Δ2022.01 | 22.59 | |
| AutoBalance (Algo. 1)Design Space=α ← γ of LA loss2022.01 | 21.82 | |
| AutoBalance (Algo. 1)Design Space=α ← Δ & ι2022.01 | 21.39 | |
| AutoBalance (Algo. 1)Design Space=α ← Δ & ι, Initialization=LA init2022.01 | 21.15 | |
| CDT loss2022.01 | 20.73 |