DVS-Gesture
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Gesture recognition | DVS Gesture (test) | Accuracy99.3 | 79 | |
| Action Recognition | DVS-Gesture Binary-grid | Accuracy95.14 | 27 | |
| Action Recognition | DVS-Gesture | Accuracy99.3 | 25 | |
| Classification | DVS-Gesture | Top-1 Acc98.96 | 19 | |
| Adversarial Attack | DVS-Gesture binary (test) | ASR98.9 | 18 | |
| Classification | DVS-Gesture (test) | Accuracy97.92 | 14 | |
| Gesture Recognition | DVS Gesture | Accuracy97.6 | 8 | |
| Event-based Classification | DVS Gesture (test) | Surrogate Forward Accuracy80.87 | 5 | |
| Gesture Recognition | DVS-Gesture Integer-grid | Accuracy94.79 | 3 | |
| Neuromorphic Classification | DVS-Gesture | Accuracy60.23 | 2 |
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