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MODEL_ZOO.md

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Model Zoo

ImageNet-1K pretrained (224x224)

Model Top-1 #Param. FLOPs Model Shell
VideoMamba-Ti 76.9 7M 1.1G aliyun, 🤗HF run.sh
VideoMamba-S 81.2 26M 4.3G aliyun, 🤗HF run.sh
VideoMamba-M w/ SD 82.8 74M 12.7G aliyun, 🤗HF run.sh
VideoMamba-B w/ SD 82.7 98M 16.9G aliyun, 🤗HF run.sh

SD refers to Self-Distillation

Large resolution fine-tuning

Model Resolution Top-1 #Param. FLOPs Model Shell
VideoMamba-Ti 448 79.3 7M 4.3G aliyun, 🤗HF run.sh
VideoMamba-Ti 576 79.6 7M 7.1G aliyun, 🤗HF run.sh
VideoMamba-S 448 83.2 26M 16.9G aliyun, 🤗HF run.sh
VideoMamba-S 576 83.5 26M 28.0G aliyun, 🤗HF run.sh
VideoMamba-M 448 83.8 75M 50.4G aliyun, 🤗HF run.sh
VideoMamba-M 576 84.0 75M 83.1G aliyun, 🤗HF run.sh