MoBen Dataset
The benchmark dataset covering two tasks: Music-to-Dance (M2D) and Text-to-Motion (T2M).
Structure
MoBen/
├── M2D/ # 1,500 music-dance pairs (self-contained)
│ ├── aistpp/ # 500 samples from AIST++
│ ├── finedance/ # 500 samples from FineDance
│ └── popdanceset/ # 500 samples from PopDanceSet
│
├── T2M/ # Pose-level text annotations (body + hand)
│ ├── body_texts/ # 14 sub-sources, body/torso/leg descriptions
│ └── hand_texts/ # 14 sub-sources, finger-level descriptions
│
└── T2M_pathref.txt # 10,000 selected motion paths (reference only)
Music-to-Dance (M2D)
Each sub-dataset contains motions/*.pkl and wavs/*.wav. Motion and audio files are matched by filename.
| Source | Motions | Audio |
|---|---|---|
| AIST++ | 500 | 56 (shared across clips) |
| FineDance | 500 | 500 |
| PopDanceSet | 500 | 500 |