Human-Human motion generation on InterX (test)
42.9R Precision Top 1Real
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Real2024.08 | 42.9 | 62.6 | 73.6 | 0.002 | 3.536 | 9.734 | — | |
| TIMotion+mambabackbone=mamba2024.08 | 41.4 | 60.7 | 71.3 | 0.348 | 3.706 | 9.095 | 2.779 | |
| TIMotion+transformerbackbone=transformer2024.08 | 41.2 | 60.1 | 71.4 | 0.385 | 3.706 | 9.191 | 2.437 | |
| TIMotion+RWKVbackbone=RWKV2024.08 | 41.1 | 59.7 | 70.7 | 0.261 | 3.737 | 9.112 | 2.475 | |
| InterGen*source=own replication2024.08 | 40 | 58.5 | 69.5 | 0.475 | 3.8 | 9.095 | 2.657 | |
| T2M*source=open source repository of InterX [39]2024.08 | 32.5 | 48.7 | 59.3 | 3.342 | 4.506 | 8.535 | 0.982 | |
| InterGen2024.08 | 20.7 | 33.5 | 42.9 | 5.207 | 9.58 | 7.788 | 3.686 | |
| MDM2024.08 | 20.3 | 32.9 | 42.6 | 23.701 | 9.548 | 5.856 | 3.49 | |
| T2M2024.08 | 18.4 | 29.8 | 39.6 | 5.481 | 9.576 | 5.771 | 2.761 | |
| MDM(GRU)backbone=GRU2024.08 | 17.9 | 29.9 | 38.7 | 32.617 | 9.557 | 7.003 | 3.43 | |
| TEMOS2024.08 | 9.2 | 17.1 | 23.8 | 29.258 | 6.867 | 4.738 | 0.672 | |
| ComMDM2024.08 | 9 | 16.5 | 23.6 | 29.266 | 6.87 | 4.734 | 0.771 |