Dynamic Gesture Recognition on DVSGesture IBM
98.42AccuracyLSM + CNN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LSM + CNNSensor=DVS, Network=LSM + CNN, Hardware=CPU + GPU2026.05 | 98.42 | — | — | |
| TCN ANNSensor=DVS, Network=TCN ANN, Hardware=Kraken PULP SoC, CUTIE accelerator2026.05 | 97.7 | 0.9 | 4.7 | |
| EGRU SNNSensor=DVS, Network=EGRU SNN, Hardware=SpiNNaker22026.05 | 96.83 | — | 390 | |
| conv SNNSensor=DVS, Network=conv SNN, Hardware=TrueNorth2026.05 | 96.5 | 105 | 178.8 | |
| SNN [38]Sensor=DVS, Network=SNN, Hardware=SpiNNaker22026.05 | 94 | — | 459 | |
| DNN-trained SNNSensor=DVS, Network=DNN-trained SNN, Hardware=Intel Loihi2026.05 | 89.64 | 161.42 | — |