DVS-Gesture
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Gesture recognition | DVS Gesture (test) | Accuracy99.3 | 79 | |
| Action Recognition | DVS-Gesture | Accuracy99.3 | 37 | |
| Classification | DVS-Gesture | Top-1 Acc98.96 | 34 | |
| Action Recognition | DVS-Gesture Binary-grid | Accuracy95.14 | 27 | |
| Gesture Recognition | DVS Gesture | Accuracy98.88 | 25 | |
| Adversarial Attack | DVS-Gesture binary (test) | ASR98.9 | 18 | |
| Classification | DVS-Gesture (test) | Accuracy99.3 | 18 | |
| Neuromorphic Classification | DVS-Gesture | Accuracy98.6 | 8 | |
| Event-based Classification | DVS Gesture (test) | Surrogate Forward Accuracy80.87 | 5 | |
| Gesture Recognition | DVS-Gesture Integer-grid | Accuracy94.79 | 3 | |
| Neuromorphic Event-based Classification | DVS Gesture | Training Throughput (samples/s)1,016.19 | 2 | |
| Event-based Dataset Generation | DVS-Gesture | Generation Latency (ms/sample)6,000 | 1 |
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