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CMU MOCAP dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

CMU MOCAP

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Short-term Human Motion Prediction

CMU Mocap

10.28Basketball Error (80ms)

4

Multi-agent Pose Forecasting

CMU-Mocap UMPM (test)

31.5JPE (0.2s)

4

Multi-person motion prediction

CMU-Mocap UMPM

118JPE (1.0s)

4

Multi-person motion prediction

CMU-Mocap UMPM 3 persons (test)

30JPE (0.2s)

4

Future state prediction

CMU MoCap (test)

22.96MSE (Test Set)

3

Multivariate Time Series Classification

CMU MOCAP

0.4Relative Time

2

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Popular tasks

Human Motion Prediction Multi-person motion prediction Dynamics Prediction Long-term Human Motion Prediction Action Recognition

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