Metric: FID (lower is better)
| # | Model↕ | FID▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | InterMask | 5.154 | No | InterMask: 3D Human Interaction Generation via C... | 2024-10-13 | Code |
| 2 | in2IN | 5.177 | Yes | in2IN: Leveraging individual Information to Gene... | 2024-04-15 | Code |
| 3 | MoMat-MoGen | 5.674 | No | Digital Life Project: Autonomous 3D Characters w... | 2023-12-07 | - |
| 4 | InterGen | 5.918 | No | InterGen: Diffusion-based Multi-human Motion Gen... | 2023-04-12 | Code |
| 5 | FreeMotion | 6.74 | No | FreeMotion: A Unified Framework for Number-free ... | 2024-05-24 | - |
| 6 | RIG | 6.775 | No | - | - | Code |
| 7 | ComMDM | 7.069 | No | Human Motion Diffusion as a Generative Prior | 2023-03-02 | Code |
| 8 | MDM | 9.167 | No | Human Motion Diffusion Model | 2022-09-29 | Code |
| 9 | T2M | 13.769 | No | - | - | Code |
| 10 | TEMOS | 17.375 | No | TEMOS: Generating diverse human motions from tex... | 2022-04-25 | Code |