DVS128 Gesture
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Gesture Recognition | DVS128 Gesture | Accuracy100 | 46 | |
| Gesture Recognition | DVS128-Gesture (test) | Accuracy98.8 | 32 | |
| Classification | DVS128 Gesture | Accuracy99 | 17 | |
| Action Recognition | DVS128-Gesture | Specific Accuracy (SA)99.3 | 13 | |
| Event-based action recognition | DVS128 Gesture | Top-1 Acc98.86 | 12 | |
| Neuromorphic Classification | DVS128 Gesture (test) | Top-1 Accuracy99.3 | 11 | |
| Gesture Recognition | DVS128 Gesture Full 11-class (test) | Accuracy99.62 | 10 | |
| IP Protection | DVS128 Gesture | Authentication Accuracy93.25 | 5 | |
| Neuromorphic Classification | DVS128 Gesture | Aauth93.22 | 3 | |
| Few-Shot Class-Incremental Learning | DVS128 Gesture five 1-way 1-shot incremental tasks | Average Accuracy86.74 | 3 |
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