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EMG-FM-BENCH Dataset Collection
Dataset Overview
This benchmark consists of 20 processed EMG datasets spanning diverse tasks, hardware configurations, and anatomical locations.
Dataset Sizes
| Dataset Name | Size | Category |
|---|---|---|
| emg2qwerty | 144 GB | Sequence-to-Sequence |
| emg2pose | 89 GB | Hand Pose Estimation |
| MyPredict2 | 8.9 GB | Lower-Limb Locomotion |
| MyPredict1 | 5.8 GB | Lower-Limb Locomotion |
| NinaPro DB2 | 2.0 GB | Upper-Limb Gestures |
| GRABMyo Session 2 | 2.0 GB | Upper-Limb Gestures |
| GRABMyo Session 1 | 2.0 GB | Upper-Limb Gestures |
| NinaPro DB6 Session A | 1.9 GB | Upper-Limb Gestures |
| SIAT-LLMD | 1.8 GB | Lower-Limb Locomotion |
| Continuous Transitions | 1.6 GB | Upper-Limb Gestures |
| NinaPro DB1 | 1.4 GB | Upper-Limb Gestures |
| NinaPro DB6 Session B | 1.3 GB | Upper-Limb Gestures |
| HD-EMG Locomotion | 1.2 GB | Lower-Limb Locomotion |
| Arm Translation | 893 MB | Upper-Limb Gestures |
| NinaPro DB7 | 721 MB | Upper-Limb Gestures |
| NinaPro DB3 | 583 MB | Upper-Limb Gestures |
| NinaPro DB5 | 469 MB | Upper-Limb Gestures |
| NinaPro DB4 | 440 MB | Upper-Limb Gestures |
| GRABMyo Session 3 | 416 MB | Upper-Limb Gestures |
| CapgMyo | 404 MB | Upper-Limb Gestures |
| Mendeley Knee | 378 MB | Lower-Limb Locomotion |
| 3DC | 361 MB | Multi-Task |
| Pinch | 158 MB | Upper-Limb Gestures |
| Roshambo | 57 MB | Upper-Limb Gestures |
Access
Due to the large dataset size (>4GB), we provide:
- Sample Data: Representative samples from each dataset for quick inspection
- Full Data: Complete processed datasets
license: cc-by-4.0
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