EvoViT

Reported on 4 benchmarks across 1 task · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision4 results

Image ClassificationonImageNet-1K (with DeiT-S)
GFLOPs· 2021-08-03
3
best: 4.6 (Base (DeiT-S))
Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer arXiv:2108.01390
Image ClassificationonImageNet-1K (with DeiT-S)
Top 1 Accuracy· 2021-08-03
79.4
best: 80.1 (MCTF ($r=16$))
Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer arXiv:2108.01390
Image ClassificationonImageNet-1K (with DeiT-T)
GFLOPs· 2021-08-03
0.8
best: 1.2 (Base (DeiT-T))
Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer arXiv:2108.01390
Image ClassificationonImageNet-1K (with DeiT-T)
Top 1 Accuracy· 2021-08-03
72
best: 72.9 (dTPS)
Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer arXiv:2108.01390