CMU
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Non-integer scale motion sequence interpolation | CMU | PSNR38.428 | 20 | |
| Motion Sequence Interpolation | CMU | PSNR37.542 | 20 | |
| Multivariate Time Series Classification | CMU subject16 | Accuracy100 | 13 | |
| Body-only mesh recovery | CMU | F1 Score97 | 10 | |
| Action Recognition | CMU 2235 sequences (4-fold cross val) | Accuracy88.3 | 8 | |
| Action Recognition | CMU subset 664 sequences (3-fold cross validation) | Accuracy93.22 | 8 | |
| Geometric Matching | CMU 2, 22 (test) | PCK @ 10.2784 | 5 | |
| Garment Simulation | CMU (2,175-frame sequence) | Runtime (ms)0.48 | 4 | |
| Novel Pose Synthesis | CMU 960x540 | PSNR26.2 | 3 |
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