Text-to-motion generation on KIT (test)
42.9R-Precision Top-1GraphMotion
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| GraphMotiontotal diffusion steps=1502023.11 | 42.9 | 64.8 | 76.9 | 0.313 | 3.076 | 11.12 | 3.627 | — | — | |
| Real motion2023.11 | 42.4 | 64.9 | 77.9 | 0.031 | 2.788 | 11.08 | — | — | — | |
| MotionDiffuse2023.11 | 41.7 | 62.1 | 73.9 | 1.954 | 2.958 | 11.1 | 0.73 | — | — | |
| GraphMotiontotal diffusion steps=502023.11 | 41.7 | 63.5 | 75.5 | 0.262 | 3.085 | 11.21 | 3.568 | — | — | |
| T2M-GPT2023.11 | 41.6 | 62.7 | 74.5 | 0.514 | 3.007 | 10.92 | 1.57 | — | — | |
| CDAMD2026.04 | 41.6 | 63.2 | 75.9 | 0.27 | — | 11.902 | — | 3.16 | 1.211 | |
| ReMoDiffuse2026.04 | 41.2 | 63 | 75.4 | 0.257 | — | 11.451 | — | 3.097 | 1.814 | |
| MoMask2026.04 | 39.2 | 60.4 | 73.2 | 0.523 | — | 11.143 | — | 3.383 | 1.892 | |
| MLD2023.11 | 39 | 60.9 | 73.4 | 0.404 | 3.204 | 10.8 | 2.192 | — | — | |
| MDM2026.04 | 39 | 60.9 | 73.3 | 0.782 | — | 11.019 | — | 3.956 | 2.402 | |
| T2M2023.11 | 37 | 56.9 | 69.3 | 3.292 | 3.401 | 10.91 | 1.482 | — | — | |
| MotionDiffuse2026.04 | 35.7 | 55.3 | 66.7 | 2.793 | — | 11.316 | — | 3.957 | 1.538 | |
| TEMOS2023.11 | 35.3 | 56.1 | 68.7 | 3.717 | 3.417 | 10.84 | 0.532 | — | — | |
| TM2T2023.11 | 28 | 46.3 | 58.7 | 3.599 | 4.591 | 9.473 | — | — | — | |
| Hier2023.11 | 25.5 | 43.2 | 53.1 | 5.203 | 4.986 | 9.563 | 2.09 | — | — | |
| Language2Pose2023.11 | 22.1 | 37.3 | 48.3 | 6.545 | 5.147 | 9.073 | — | — | — | |
| MDM2023.11 | 16.4 | 29.1 | 39.6 | 0.497 | 9.191 | 10.85 | 1.907 | — | — | |
| Text2Gesture2023.11 | 15.6 | 25.5 | 33.8 | 12.12 | 6.946 | 9.334 | — | — | — | |
| Seq2Seq2023.11 | 10.3 | 17.8 | 24.1 | 24.86 | 7.96 | 6.744 | — | — | — |