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Release MambaOut-Kobe model with 24 Gated CNN blocks #219

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yuweihao opened this issue May 20, 2024 · 3 comments
Open

Release MambaOut-Kobe model with 24 Gated CNN blocks #219

yuweihao opened this issue May 20, 2024 · 3 comments

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@yuweihao
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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
@castorwong
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大家都在整活就你来玩真的 XD

@Celestial-Bai
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孩子,你无敌了!

@FengyuGuo
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好笑,这并不孩子

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