Event-based Image Classification on N-CALTECH101 (test)
71.2AccuracyBPTT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BPTTModel=SNN (12 layers), Time-steps=102023.06 | 71.2 | — | — | |
| S-TLLRModel=VGG-9, Time-steps=10, Batch size=162023.06 | 66.058 | 17.22 | 4.03 | |
| BPTT (baseline)Model=VGG-9, Time-steps=10, Batch size=162023.06 | 65.92 | 22.81 | 20.15 | |
| BPTTModel=VGG-16, Time-steps=5, Batch size=1282023.06 | 64.4 | — | — | |
| S-TLLRModel=ResNet18, Time-steps=10, Batch size=162023.06 | 61.65 | 4.27 | 6.26 | |
| BPTT (baseline)Model=ResNet18, Time-steps=10, Batch size=162023.06 | 60.89 | 6.34 | 31.31 |