Image Classification on CIFAR-100 (val) (CE-Optimized Metrics)
1.3851Best Val CEBest fixed Muon
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Best fixed MuonBackbone=ViT-Tiny, Input Resolution=224 x 224, Mean η=0.0010, Rel. time=1.00×2026.05 | 1.3851 | 64.15 | 67.69 | |
| DF-MuonBackbone=ViT-Tiny, Input Resolution=224 x 224, Mean η=0.0100, Rel. time=1.05×2026.05 | 1.3974 | 63.32 | 67.93 | |
| SC-MuonBackbone=ViT-Tiny, Input Resolution=224 x 224, Mean η=0.0168, Rel. time=1.02×2026.05 | 1.4392 | 63.19 | 65.28 | |
| DA-MuonBackbone=ViT-Tiny, Input Resolution=224 x 224, Mean η=0.0100, Rel. time=1.02×2026.05 | 1.5124 | 61.46 | 63.38 | |
| AdamWBackbone=ViT-Tiny, Input Resolution=224 x 224, Mean η=0.0003, Rel. time=0.83×2026.05 | 1.5561 | 60.04 | 63.23 |