NinaPro
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Myoelectric Gesture Recognition | Ninapro DB4 | Accuracy70.05 | 65 | |
| Myoelectric Gesture Recognition | Ninapro DB2 | Accuracy77.86 | 60 | |
| Hand gesture classification | Ninapro DB4 | Accuracy71.29 | 26 | |
| Gesture Recognition | Ninapro DB7 | Accuracy79.78 | 26 | |
| Gesture Recognition | Ninapro DB2 | Accuracy75.61 | 26 | |
| Electromyography Classification | NinaPro | 0-1 Error Rate6.6 | 8 | |
| Myoelectric Gesture Recognition | NinaPro DB7 (Across subjects) | Accuracy82.15 | 6 | |
| Myoelectric Gesture Recognition | NinaPro DB2 (Across subjects) | Accuracy77.86 | 5 | |
| Signal Classification | NinaPro NAS-Bench-360 | Runtime (GPU hours)0.2 | 4 |
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