Image Classification on ImageNet-1K (EMA %)
83.6EMA AccuracyMAE
Evaluation results
| Method | Links | |
|---|---|---|
| MAEBackbone=ViT-B, Epochs=16002026.03 | 83.6 | |
| STARBackbone=MambaMLP-B, Epochs=1600, Time (h)=267, Tail class token=true2026.03 | 83.5 | |
| MoCov3Backbone=ViT-B, Epochs=6002026.03 | 83.2 | |
| ARMBackbone=MambaMLP-B, Epochs=1600, Time (h)=1822026.03 | 83.2 | |
| MoCov3Backbone=ViT-B, Epochs=3002026.03 | 83 | |
| MAEBackbone=ViT-B, Epochs=3002026.03 | 82.9 | |
| STARBackbone=MambaMLP-B, Epochs=300, Time (h)=50, Tail class token=true2026.03 | 82.9 | |
| ARBackbone=ViT-B, Epochs=3002026.03 | 82.5 | |
| ARMBackbone=MambaMLP-B, Epochs=300, Time (h)=342026.03 | 82.5 | |
| MAEBackbone=MambaMLP-B, Epochs=300, Time (h)=702026.03 | 81.6 | |
| ContrastiveBackbone=MambaMLP-B, Epochs=300, Time (h)=3302026.03 | 81.4 | |
| SupervisedBackbone=MambaMLP-B, Epochs=300, Time (h)=1102026.03 | 81.2 |