Keyword Spotting on SSC dataset
85.3AccuracyEvent-State-Space Model
Evaluation results
| Method | Links | |
|---|---|---|
| Event-State-Space ModelCategory=SSM, #Params=0.1/0.6M2026.05 | 85.3 | |
| SE-adLIFCategory=SNN, #Params=1.6M2026.05 | 80.4 | |
| Temporal skips with delay learningCategory=SNN, #Params=1.4M2026.05 | 80.2 | |
| DCLS-DelaysCategory=SNN, #Params=0.7–2.5M2026.05 | 79.8 | |
| S5-RFCategory=SSM, #Params=1.8M2026.05 | 78.8 | |
| Spectro-temporal graph on SoC FPGACategory=GNN, #Params=8.6k–272k2026.05 | 78.4 | |
| Recurrent SNNCategory=SNN, #Params=3.9M2026.05 | 77.4 | |
| PfA SNNCategory=SNN, #Params=0.1/0.7M2026.05 | 77.4 | |
| SpikGRUCategory=SNN, #Params=280k2026.05 | 77 | |
| SNN-CNNCategory=SNN2026.05 | 72 |