Zero-shot Prediction on BoolQ
77.68AccuracyDense
Evaluation Results
| Method | Links | |
|---|---|---|
| DenseSparsity=0%, Backbone=LLaMA-2-7B, Zero-shot=true2025.10 | 77.68 | |
| SparseLLMSparsity=4:8, Backbone=LLaMA-2-7B, Zero-shot=true2025.10 | 75.14 | |
| ALPSSparsity=2:4, Backbone=LLaMA-2-7B, Zero-shot=true2025.10 | 73.79 | |
| WandaSparsity=4:8, Backbone=LLaMA-2-7B, Zero-shot=true2025.10 | 72.87 | |
| L-ADMMSparsity=4:8, Backbone=LLaMA-2-7B, Zero-shot=true2025.10 | 72.48 | |
| SparseGPTSparsity=4:8, Backbone=LLaMA-2-7B, Zero-shot=true2025.10 | 71.77 | |
| SparseLLMSparsity=2:4, Backbone=LLaMA-2-7B, Zero-shot=true2025.10 | 71.1 | |
| ELSASparsity=4:8, Backbone=LLaMA-2-7B, Zero-shot=true2025.10 | 69.42 | |
| L-ADMMSparsity=2:4, Backbone=LLaMA-2-7B, Zero-shot=true2025.10 | 68.81 | |
| ALPSSparsity=4:8, Backbone=LLaMA-2-7B, Zero-shot=true2025.10 | 68.75 | |
| WandaSparsity=2:4, Backbone=LLaMA-2-7B, Zero-shot=true2025.10 | 68.26 | |
| SAFESparsity=4:8, Backbone=LLaMA-2-7B, Zero-shot=true2025.10 | 68.04 | |
| SparseGPTSparsity=2:4, Backbone=LLaMA-2-7B, Zero-shot=true2025.10 | 67.61 | |
| SAFESparsity=2:4, Backbone=LLaMA-2-7B, Zero-shot=true2025.10 | 66.42 | |
| ELSASparsity=2:4, Backbone=LLaMA-2-7B, Zero-shot=true2025.10 | 66.36 | |
| MagnitudeSparsity=4:8, Backbone=LLaMA-2-7B, Zero-shot=true2025.10 | 63.09 | |
| MagnitudeSparsity=2:4, Backbone=LLaMA-2-7B, Zero-shot=true2025.10 | 59.85 |