Image Classification on Imagenet (Top-1 Accuracy and Latency)
86.22Top-1 AccuracyMhSA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MhSAViT=Large, Attention=MhSA, |S|=-2026.05 | 86.22 | — | 161.4 | — | |
| DW[all]ViT=Large, Attention=DW[all], |S|=12/242026.05 | 85.45 | -0.77 | 133.6 | 17.21 | |
| Ens + DWViT=Large, Attention=Ens + DW, |S|=10/242026.05 | 84.96 | -1.26 | 131.1 | 18.79 | |
| DW[all]ViT=Large, Attention=DW[all], |S|=16/242026.05 | 84.88 | -1.34 | 126.1 | 21.85 | |
| Ens + DWViT=Large, Attention=Ens + DW, |S|=12/242026.05 | 84.65 | -1.57 | 124.5 | 22.87 |