Event-based Classification on DVS Gesture (test)
80.87Surrogate Forward AccuracySAST
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SASTArchitecture=fc_0p40m, ρ=0.202026.04 | 80.87 | 59.57 | 21.3 | |
| SASTArchitecture=fc_0p40m, ρ=0.402026.04 | 76.85 | 63.27 | 13.58 | |
| Baseline surrogate trainingArchitecture=fc_0p40m2026.04 | 75.02 | 31.82 | 43.2 | |
| Baseline surrogate trainingArchitecture=Conv-SNN (~0.42M)2026.04 | 74.38 | 46.3 | 28.08 | |
| SAST (best ρ)Architecture=Conv-SNN (~0.42M), ρ=0.402026.04 | 72.84 | 62.04 | 10.8 |