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Zero-shot Prediction on BoolQ

77.68AccuracyDense
59.136863.950968.76573.5791Oct 2, 2025

Evaluation results

MethodLinks
DenseSparsity=0%, Backbone=LLaMA-2-7B, Zero-shot=true2025.1077.68
SparseLLMSparsity=4:8, Backbone=LLaMA-2-7B, Zero-shot=true2025.1075.14
ALPSSparsity=2:4, Backbone=LLaMA-2-7B, Zero-shot=true2025.1073.79
WandaSparsity=4:8, Backbone=LLaMA-2-7B, Zero-shot=true2025.1072.87
L-ADMMSparsity=4:8, Backbone=LLaMA-2-7B, Zero-shot=true2025.1072.48
SparseGPTSparsity=4:8, Backbone=LLaMA-2-7B, Zero-shot=true2025.1071.77
SparseLLMSparsity=2:4, Backbone=LLaMA-2-7B, Zero-shot=true2025.1071.1
ELSASparsity=4:8, Backbone=LLaMA-2-7B, Zero-shot=true2025.1069.42
L-ADMMSparsity=2:4, Backbone=LLaMA-2-7B, Zero-shot=true2025.1068.81
ALPSSparsity=4:8, Backbone=LLaMA-2-7B, Zero-shot=true2025.1068.75
WandaSparsity=2:4, Backbone=LLaMA-2-7B, Zero-shot=true2025.1068.26
SAFESparsity=4:8, Backbone=LLaMA-2-7B, Zero-shot=true2025.1068.04
SparseGPTSparsity=2:4, Backbone=LLaMA-2-7B, Zero-shot=true2025.1067.61
SAFESparsity=2:4, Backbone=LLaMA-2-7B, Zero-shot=true2025.1066.42
ELSASparsity=2:4, Backbone=LLaMA-2-7B, Zero-shot=true2025.1066.36
MagnitudeSparsity=4:8, Backbone=LLaMA-2-7B, Zero-shot=true2025.1063.09
MagnitudeSparsity=2:4, Backbone=LLaMA-2-7B, Zero-shot=true2025.1059.85