InterHuman
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Interactive Motion Synthesis | InterHuman (test) | R Precision (Top 1)45.2 | 25 | |
| Human-human interaction motion generation | InterHuman | FID0.273 | 23 | |
| Text-to-Interaction Motion Generation | InterHuman (test) | Interaction Alignment0.675 | 19 | |
| text-conditioned human interaction generation | InterHuman (test) | R Precision (Top 1)45.2 | 12 | |
| Human Motion Generation | InterHuman (test) | R@Top368.3 | 10 | |
| Individual Motion Generation | InterHuman | R-Precision56.3 | 7 | |
| Text-to-Motion Generation | InterHuman (test) | R-Precision (Top 1)0.481 | 6 | |
| Human action-reaction synthesis | InterHuman-AS SMPL-X (test) | R Precision (Top 3)0.407 | 6 | |
| Individual Alignment (User Study) | InterHuman (test) | Average Rank1.309 | 3 | |
| Interaction Alignment (User Study) | InterHuman (test) | Average Rank1.182 | 3 | |
| Text-to-motion generation | InterHuman re-annotated single-person text (test) | R-Precision Top 145.2 | 3 | |
| Motion-to-text retrieval | InterHuman (test) | R@18.26 | 2 | |
| Text-to-motion retrieval | InterHuman (test) | R@19.51 | 2 |
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