Classification On Full Body Parkinsons
評価指標
F1-score (weighted)
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
モデル名 | F1-score (weighted) | Paper Title | Repository |
|---|---|---|---|
| PoseFormerV2 | 0.59 | PoseFormerV2: Exploring Frequency Domain for Efficient and Robust 3D Human Pose Estimation | |
| Mixste | 0.41 | MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in Video | |
| MotionAGFormer | 0.42 | MotionAGFormer: Enhancing 3D Human Pose Estimation with a Transformer-GCNFormer Network | |
| MotionBERT | 0.47 | MotionBERT: A Unified Perspective on Learning Human Motion Representations | |
| PD STGCN | 0.48 | Estimating Parkinsonism Severity in Natural Gait Videos of Older Adults with Dementia | |
| MotionBERT-LITE | 0.43 | MotionBERT: A Unified Perspective on Learning Human Motion Representations | |
| Pose Transformers (POTR) | 0.46 | Pose Transformers (POTR): Human Motion Prediction with Non-Autoregressive Transformers |
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