Action Recognition on DVS128Gesture
99.6Accuracy3D-CNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| 3D-CNNEvent Repr.=F, Async.=false, Online=false, Evaluation Protocol=FVA2024.02 | 99.6 | — | |
| Spike PointNet + SVLArchitecture=SNN, T × D=1 × 4 / 6 × 42025.05 | 98.5 | — | |
| GETEvent Repr.=F -> T, Async.=false, Online=false, Evaluation Protocol=FVA2024.02 | 97.9 | — | |
| EventTransActEvent Repr.=F -> T, Async.=false, Online=true, Evaluation Protocol=NVA2024.02 | 97.9 | 400 | |
| CNN + LSTMEvent Repr.=F, Async.=false, Online=true, Evaluation Protocol=SA2024.02 | 97.7 | 500 | |
| Spike PointNetArchitecture=SNN, T × D=1 × 4 / 6 × 42025.05 | 96.9 | — | |
| LERT-Tr. — RMEvent Repr.=E -> T, Async.=false, Online=false, Evaluation Protocol=FVA2024.02 | 96.2 | — | |
| PointNet++Event Repr.=E, Async.=false, Online=true, Evaluation Protocol=NVA2024.02 | 95.3 | 143 | |
| PointNetArchitecture=ANN, T × D=N/A2025.05 | 95.3 | — | |
| Event Tr.Event Repr.=F -> T, Async.=false, Online=true, Evaluation Protocol=NVA2024.02 | 94.4 | 480 | |
| ALERT-Tr. — RMEvent Repr.=E -> T, Async.=true, Online=false, Evaluation Protocol=FVA2024.02 | 94.1 | — | |
| LERT-Tr. — LMMEvent Repr.=E -> T, Async.=false, Online=false, Evaluation Protocol=FVA2024.02 | 92 | — | |
| ALERT-Tr. — LMMEvent Repr.=E -> T, Async.=true, Online=false, Evaluation Protocol=FVA2024.02 | 89.2 | — | |
| LERT-Tr. — RMEvent Repr.=E -> T, Async.=false, Online=true, Evaluation Protocol=SA2024.02 | 88.6 | 132 | |
| ALERT-Tr. — RMEvent Repr.=E -> T, Async.=true, Online=true, Evaluation Protocol=SA2024.02 | 84.6 | 9.6 | |
| LERT-Tr. — LMMEvent Repr.=E -> T, Async.=false, Online=true, Evaluation Protocol=SA2024.02 | 83.1 | 132 | |
| Event Tr.Event Repr.=F -> T, Async.=false, Online=true, Evaluation Protocol=SA2024.02 | 79.8 | 24 | |
| ALERT-Tr. — LMMEvent Repr.=E -> T, Async.=true, Online=true, Evaluation Protocol=SA2024.02 | 72.9 | 6 |