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Text Classification on Waimai (test)

90.27AccuracyFine-tuned BERT
86.73487.65288.5789.488May 23, 2024

Evaluation results

MethodLinks
Fine-tuned BERTSNN=false, Spike=false, PE=false, Param (M)=109.82024.0590.27
Spikformer w/ CPG-PESNN=true, Spike=true, PE=true, Param (M)=110.42024.0588.49
Spikformer w/ Float-PESNN=true, Spike=false, PE=true, Param (M)=109.82024.0588.34
Spikformer w/ Random-PESNN=true, Spike=true, PE=true, Param (M)=110.42024.0586.9
Spikformer w/o PESNN=true, Spike=false, PE=false, Param (M)=109.82024.0586.87