Metric: F1-score (weighted) (higher is better)
| # | Model↕ | F1-score (weighted)▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | PoseFormerV2 | 0.59 | No | PoseFormerV2: Exploring Frequency Domain for Eff... | 2023-03-30 | Code |
| 2 | PD STGCN | 0.48 | No | Estimating Parkinsonism Severity in Natural Gait... | 2021-05-07 | Code |
| 3 | MotionBERT | 0.47 | No | MotionBERT: A Unified Perspective on Learning Hu... | 2022-10-12 | Code |
| 4 | Pose Transformers (POTR) | 0.46 | No | Pose Transformers (POTR): Human Motion Predictio... | 2021-09-15 | Code |
| 5 | MotionBERT-LITE | 0.43 | No | MotionBERT: A Unified Perspective on Learning Hu... | 2022-10-12 | Code |
| 6 | MotionAGFormer | 0.42 | No | MotionAGFormer: Enhancing 3D Human Pose Estimati... | 2023-10-25 | Code |
| 7 | Mixste | 0.41 | No | MixSTE: Seq2seq Mixed Spatio-Temporal Encoder fo... | 2022-03-02 | Code |