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ResearchFormerly WizWand

Boolean Question Answering on BoolQ (Zero-shot)

0.8229Zero-shot AccuracyL-ADMM
0.3605160.4805580.60060.720642Oct 2, 2025
Updated 8mo ago

Evaluation results

MethodLinks
L-ADMMSparsity=50%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.100.8229
ALPSSparsity=60%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.100.8168
SparseGPTSparsity=50%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.100.8153
ALPSSparsity=50%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.100.8122
WandaSparsity=50%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.100.8095
L-ADMMSparsity=60%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.100.807
DenseSparsity=0%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.100.8055
SAFESparsity=50%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.100.804
SparseGPTSparsity=60%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.100.7872
SAFESparsity=60%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.100.7838
ELSASparsity=50%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.100.7771
WandaSparsity=60%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.100.7716
ELSASparsity=60%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.100.7517
ELSASparsity=70%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.100.7012
ALPSSparsity=70%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.100.7009
L-ADMMSparsity=70%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.100.6976
SAFESparsity=70%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.100.6917
SparseGPTSparsity=70%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.100.6786
ELSASparsity=80%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.100.6352
WandaSparsity=70%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.100.6235
ALPSSparsity=80%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.100.6217
L-ADMMSparsity=80%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.100.6214
SparseGPTSparsity=80%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.100.5905
SparseGPTSparsity=90%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.100.5862
ELSASparsity=90%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.100.5844
MagnitudeSparsity=50%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.100.5765
MagnitudeSparsity=60%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.100.4749
MagnitudeSparsity=90%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.100.4416
ALPSSparsity=90%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.100.4352
MagnitudeSparsity=80%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.100.418
SAFESparsity=80%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.100.4064
L-ADMMSparsity=90%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.100.3945
MagnitudeSparsity=70%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.100.3865
WandaSparsity=80%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.100.3783
WandaSparsity=90%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.100.3783
SAFESparsity=90%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.100.3783