Boolean Question Answering on BoolQ (Zero-shot)
0.8229Zero-shot AccuracyL-ADMM
Evaluation Results
| Method | Links | |
|---|---|---|
| L-ADMMSparsity=50%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 0.8229 | |
| ALPSSparsity=60%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 0.8168 | |
| SparseGPTSparsity=50%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 0.8153 | |
| ALPSSparsity=50%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 0.8122 | |
| WandaSparsity=50%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 0.8095 | |
| L-ADMMSparsity=60%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 0.807 | |
| DenseSparsity=0%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 0.8055 | |
| SAFESparsity=50%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 0.804 | |
| SparseGPTSparsity=60%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 0.7872 | |
| SAFESparsity=60%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 0.7838 | |
| ELSASparsity=50%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 0.7771 | |
| WandaSparsity=60%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 0.7716 | |
| ELSASparsity=60%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 0.7517 | |
| ELSASparsity=70%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 0.7012 | |
| ALPSSparsity=70%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 0.7009 | |
| L-ADMMSparsity=70%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 0.6976 | |
| SAFESparsity=70%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 0.6917 | |
| SparseGPTSparsity=70%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 0.6786 | |
| ELSASparsity=80%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 0.6352 | |
| WandaSparsity=70%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 0.6235 | |
| ALPSSparsity=80%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 0.6217 | |
| L-ADMMSparsity=80%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 0.6214 | |
| SparseGPTSparsity=80%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 0.5905 | |
| SparseGPTSparsity=90%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 0.5862 | |
| ELSASparsity=90%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 0.5844 | |
| MagnitudeSparsity=50%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 0.5765 | |
| MagnitudeSparsity=60%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 0.4749 | |
| MagnitudeSparsity=90%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 0.4416 | |
| ALPSSparsity=90%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 0.4352 | |
| MagnitudeSparsity=80%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 0.418 | |
| SAFESparsity=80%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 0.4064 | |
| L-ADMMSparsity=90%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 0.3945 | |
| MagnitudeSparsity=70%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 0.3865 | |
| WandaSparsity=80%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 0.3783 | |
| WandaSparsity=90%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 0.3783 | |
| SAFESparsity=90%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 0.3783 |