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As #5 's suggestion, we released MambaOut-Kobe model, a Kobe Memorial version with 24 Gated CNN blocks. MambaOut-Kobe achieves really competitive performance, surpassing ResNet-50 and ViT-S with much fewer parameters and FLOPs. For example, MambaOut-Kobe outperforms ViT-S by 0.2% accuracy with only 41% parameters and 33% FLOPs.
Model
Resolution
Params
MACs
Top1 Acc
ResNet-50 (ResNet strikes back)
224
25.5M
4.1G
79.8
ViT-S
224
22.1M
4.6G
79.8
MambaOut-Kobe
224
9.1M
1.5G
80.0
The text was updated successfully, but these errors were encountered:
As #5 's suggestion, we released MambaOut-Kobe model, a Kobe Memorial version with 24 Gated CNN blocks. MambaOut-Kobe achieves really competitive performance, surpassing ResNet-50 and ViT-S with much fewer parameters and FLOPs. For example, MambaOut-Kobe outperforms ViT-S by 0.2% accuracy with only 41% parameters and 33% FLOPs.
(ResNet strikes back)
The text was updated successfully, but these errors were encountered: