Neuromorphic Event Classification on DVS-Lip
75.88AccuracyTransformer + Event2Vec
Evaluation results
| Method | Links | |
|---|---|---|
| Transformer + Event2VecRepresentation=Event2Vec, Event Sampling=1024 Batched K-Means++ Cluster Events, Params (MB)=18.302025.04 | 75.88 | |
| Spiking ResNet18 & BiGRURepresentation=Frame, Params (MB)=223.632025.04 | 75.3 | |
| ResNet-18 & BiGRURepresentation=Frame, Params (MB)=241.202025.04 | 72.1 | |
| Transformer + Event2VecRepresentation=Event2Vec, Event Sampling=1024 Random Events, Params (MB)=18.302025.04 | 70.62 | |
| VL2Spike2026.06 | 54.35 | |
| BKDSNN2026.06 | 52.96 | |
| KDSNN2026.06 | 51.06 | |
| LaSNN2026.06 | 50.82 | |
| Spikformer2026.06 | 49.72 |