| MotionDiffuse: Text-Driven Human Motion Generation with Diffusion Model | Aug 31, 2022 | DenoisingMotion Generation | CodeCode Available | 2 |
| Sitcom-Crafter: A Plot-Driven Human Motion Generation System in 3D Scenes | Oct 14, 2024 | Motion GenerationMotion Synthesis | CodeCode Available | 2 |
| Motion-X: A Large-scale 3D Expressive Whole-body Human Motion Dataset | Jul 3, 2023 | Human Mesh RecoveryMotion Generation | CodeCode Available | 2 |
| Scaling Large Motion Models with Million-Level Human Motions | Oct 4, 2024 | Motion Generation | CodeCode Available | 2 |
| MDMP: Multi-modal Diffusion for supervised Motion Predictions with uncertainty | Oct 4, 2024 | Motion ForecastingMotion Generation | CodeCode Available | 1 |
| M^3GPT: An Advanced Multimodal, Multitask Framework for Motion Comprehension and Generation | May 25, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| MCM: Multi-condition Motion Synthesis Framework for Multi-scenario | Sep 6, 2023 | Motion GenerationMotion Synthesis | CodeCode Available | 1 |
| MMGT: Motion Mask Guided Two-Stage Network for Co-Speech Gesture Video Generation | May 29, 2025 | Motion GenerationVideo Generation | CodeCode Available | 1 |
| AI Choreographer: Music Conditioned 3D Dance Generation with AIST++ | Jan 21, 2021 | Motion GenerationMotion Synthesis | CodeCode Available | 1 |
| Light-T2M: A Lightweight and Fast Model for Text-to-motion Generation | Dec 15, 2024 | GPUMamba | CodeCode Available | 1 |
