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README.md
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| Model | Download Link | Config | Performance |
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| MotionBERT (162MB) | [
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| MotionBERT-Lite (61MB) | [
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| 3D Pose (H36M-SH, scratch) | [
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| 3D Pose (H36M-SH, ft) | [
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| Action Recognition (x-sub, ft) | [
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| Action Recognition (x-view, ft) | [
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| Mesh (with 3DPW, ft) | [
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In most use cases (especially with finetuning), `MotionBERT-Lite` gives a similar performance with lower computation overhead.
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| Model | Download Link | Config | Performance |
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| ------------------------------- | ------------------------------------------------------------ | ------------------------------------------------------------ | ---------------- |
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| MotionBERT (162MB) | [HuggingFace](https://huggingface.co/walterzhu/MotionBERT/blob/main/checkpoint/pretrain/MB_release/latest_epoch.bin) | [pretrain/MB_pretrain.yaml](configs/pretrain/MB_pretrain.yaml) | - |
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| MotionBERT-Lite (61MB) | [HuggingFace](https://huggingface.co/walterzhu/MotionBERT/blob/main/checkpoint/pretrain/MB_lite/latest_epoch.bin) | [pretrain/MB_lite.yaml](configs/pretrain/MB_lite.yaml) | - |
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| 3D Pose (H36M-SH, scratch) | [HuggingFace](https://huggingface.co/walterzhu/MotionBERT/blob/main/checkpoint/pose3d/MB_train_h36m/best_epoch.bin) | [pose3d/MB_train_h36m.yaml](configs/pose3d/MB_train_h36m.yaml) | 39.2mm (MPJPE) |
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| 3D Pose (H36M-SH, ft) | [HuggingFace](https://huggingface.co/walterzhu/MotionBERT/blob/main/checkpoint/pose3d/FT_MB_release_MB_ft_h36m/best_epoch.bin) | [pose3d/MB_ft_h36m.yaml](configs/pose3d/MB_ft_h36m.yaml) | 37.2mm (MPJPE) |
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| Action Recognition (x-sub, ft) | [HuggingFace](https://huggingface.co/walterzhu/MotionBERT/blob/main/checkpoint/action/FT_MB_release_MB_ft_NTU60_xsub/best_epoch.bin) | [action/MB_ft_NTU60_xsub.yaml](configs/action/MB_ft_NTU60_xsub.yaml) | 97.2% (Top1 Acc) |
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| Action Recognition (x-view, ft) | [HuggingFace](https://huggingface.co/walterzhu/MotionBERT/blob/main/checkpoint/action/FT_MB_release_MB_ft_NTU60_xview/best_epoch.bin) | [action/MB_ft_NTU60_xview.yaml](configs/action/MB_ft_NTU60_xview.yaml) | 93.0% (Top1 Acc) |
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| Mesh (with 3DPW, ft) | [HuggingFace](https://huggingface.co/walterzhu/MotionBERT/blob/main/checkpoint/mesh/FT_MB_release_MB_ft_pw3d/best_epoch.bin) | [mesh/MB_ft_pw3d.yaml](configs/mesh/MB_ft_pw3d.yaml) | 88.1mm (MPVE) |
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In most use cases (especially with finetuning), `MotionBERT-Lite` gives a similar performance with lower computation overhead.
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