Metric: MAR, walking, 400ms (higher is better)
| # | Model↕ | MAR, walking, 400ms▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ERD | 1.78 | No | Recurrent Network Models for Human Dynamics | 2015-08-02 | - |
| 2 | SRNN | 1.3 | No | Structural-RNN: Deep Learning on Spatio-Temporal... | 2015-11-17 | Code |
| 3 | Forecast LSTM | 0.91 | No | - | - | Code |
| 4 | TP-RNN | 0.65 | No | Action-Agnostic Human Pose Forecasting | 2018-10-23 | Code |
| 5 | BC+WGAIL-div | 0.59 | No | Imitation Learning for Human Pose Prediction | 2019-09-08 | - |
| 6 | MotionMixer | 0.58 | No | MotionMixer: MLP-based 3D Human Body Pose Foreca... | 2022-07-01 | Code |
| 7 | LTD-GCN | 0.56 | No | Learning Trajectory Dependencies for Human Motio... | 2019-08-15 | Code |
| 8 | STS-GCN | 0.55 | No | Space-Time-Separable Graph Convolutional Network... | 2021-10-09 | Code |
| 9 | PGBIG | 0.54 | No | Progressively Generating Better Initial Guesses ... | 2022-03-30 | Code |