Human-human interaction motion generation on InterHuman
0.273FIDGround Truth
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Ground Truth2024.04 | 0.273 | 45.2 | 61 | 70.1 | 3.755 | 7.948 | — | — | |
| Ground TruthSetting=Offline2025.12 | 0.273 | 45.2 | 61 | 70.1 | 3.755 | 7.948 | — | — | |
| Ground Truth2025.04 | 1.04 | — | — | — | 3.76 | 7.95 | — | 70.1 | |
| ReMFlowSetting=Offline2025.12 | 2.433 | 45.2 | 61.8 | 70.8 | 3.778 | 7.714 | 0.685 | — | |
| ReGenNet*Setting=Offline2025.12 | 2.93 | 36.2 | 51.3 | 60.5 | 3.815 | 7.582 | 1.737 | — | |
| InterMaskSetting=Offline2025.12 | 3.453 | 45.1 | 61 | 70.1 | 3.782 | 7.71 | 1.361 | — | |
| MLD*Setting=Offline2025.12 | 3.588 | 40.5 | 56.1 | 64.9 | 3.798 | 7.663 | 1.124 | — | |
| in2INConditioning=Full (Interaction and Individual)2024.04 | 5.177 | 45.5 | 61.1 | 68.7 | 3.79 | 7.94 | 1.061 | — | |
| in2INConditioning=Interaction only (w_I)2024.04 | 5.535 | 42.5 | 57.6 | 66.2 | 3.803 | 7.953 | 1.215 | — | |
| MoMat-MoGen2024.04 | 5.674 | 44.9 | 59.1 | 66.6 | 3.79 | 8.021 | 1.295 | — | |
| InterGen2024.04 | 5.918 | 37.1 | 51.5 | 62.4 | 5.108 | 7.387 | 2.141 | — | |
| ComMDM2024.04 | 7.069 | 22.3 | 33.4 | 46.6 | 6.212 | 7.244 | 1.822 | — | |
| in2INSetting=Offline2025.12 | 7.913 | 36.2 | 50.4 | 58.9 | 3.832 | 7.709 | 1.165 | — | |
| MDM2024.04 | 9.167 | 15.3 | 26 | 33.9 | 7.125 | 7.602 | 2.35 | — | |
| InterGenSetting=Offline2025.12 | 9.183 | 32.5 | 46.7 | 54.6 | 3.859 | 7.305 | 1.27 | — | |
| T2M2024.04 | 13.769 | 23.8 | 32.5 | 46.4 | 5.731 | 7.046 | 1.387 | — | |
| TEMOS2024.04 | 17.375 | 22.4 | 31.6 | 45 | 6.342 | 6.939 | 0.535 | — | |
| MixerMDMType=T2025.04 | 21.2 | — | — | — | 3.85 | 7.57 | 1.14 | 67.2 | |
| DualMDM2025.04 | 22.9 | — | — | — | 3.85 | 7.04 | 0.933 | 57.4 | |
| Diff.Blending2025.04 | 33.8 | — | — | — | 3.89 | 6.14 | 0.779 | 57.7 | |
| MixerMDMType=G2025.04 | 44.5 | — | — | — | 3.92 | 6.57 | 1.18 | 52.1 | |
| MixerMDMType=ST2025.04 | 47.6 | — | — | — | 3.93 | 6.57 | 1.23 | 40.6 | |
| MixerMDMType=S2025.04 | 52.4 | — | — | — | 3.94 | 6.4 | 1.14 | 39.1 |