Image Classification on ImageNet-1K (test) (Epoch-Specific Top-1 Accuracy)
67.8Top-1 Accuracy (@20 epoch)AdamW
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AdamWModel=ResNet-50, Optimizer=AdamW2026.06 | 67.8 | 70.65 | 71.79 | |
| LPSGDMModel=ResNet-50, Optimizer=LPSGDM2026.06 | 66.26 | 73.48 | 74.04 | |
| LionModel=ResNet-50, Optimizer=Lion2026.06 | 65.23 | 67.76 | 72.15 | |
| SGD w/ MomentumModel=ResNet-50, Optimizer=SGD w/ Momentum2026.06 | 52.19 | 63.32 | 67.16 |