Question Answering on ARC-e, ARC-c, BoolQ, HeadQA, OBQA (Zero-shot)
35.3ARC-e AccuracyAdaptive Spiking Neuron (WD-SpikingFormer-0.4B)
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Adaptive Spiking Neuron (WD-SpikingFormer-0.4B)E (mJ)=245.1, Time Step=42026.04 | 35.3 | 20.6 | 37.9 | 25.9 | 27.2 | 29.4 | |
| NILIF (WD-SpikingFormer-0.4B)E (mJ)=238.4, Time Step=42026.04 | 30 | 22.3 | 37.8 | 26 | 26.1 | 28.4 | |
| Qwen-1.5BE (mJ)=3398.3, Time Step=-2026.04 | 26.2 | 26.9 | 60.3 | 25.7 | 27.1 | 33.2 |