Commonsense Reasoning on HellaSwag (Zero-shot)
60.04Zero-shot AccuracyDense
Evaluation Results
| Method | Links | |
|---|---|---|
| DenseSparsity=0%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 60.04 | |
| ELSASparsity=50%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 57.45 | |
| WandaSparsity=50%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 56.96 | |
| ALPSSparsity=50%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 56.71 | |
| SAFESparsity=50%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 56.59 | |
| L-ADMMSparsity=50%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 56.51 | |
| SparseGPTSparsity=50%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 55.95 | |
| MagnitudeSparsity=50%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 54.39 | |
| ELSASparsity=60%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 54.22 | |
| SAFESparsity=60%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 52.09 | |
| ALPSSparsity=60%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 51.97 | |
| L-ADMMSparsity=60%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 51.49 | |
| SparseGPTSparsity=60%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 49.38 | |
| WandaSparsity=60%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 48.71 | |
| ELSASparsity=70%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 47.52 | |
| MagnitudeSparsity=60%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 44.66 | |
| SAFESparsity=70%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 41.62 | |
| ALPSSparsity=70%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 40.86 | |
| L-ADMMSparsity=70%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 40.05 | |
| ELSASparsity=80%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 38.03 | |
| SparseGPTSparsity=70%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 36.27 | |
| ALPSSparsity=80%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 30.65 | |
| L-ADMMSparsity=80%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 29.67 | |
| WandaSparsity=70%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 29.25 | |
| ELSASparsity=90%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 28.65 | |
| SparseGPTSparsity=80%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 27.77 | |
| MagnitudeSparsity=70%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 27.53 | |
| SAFESparsity=80%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 27.44 | |
| ALPSSparsity=90%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 27.37 | |
| L-ADMMSparsity=90%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 27.08 | |
| WandaSparsity=80%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 26.81 | |
| SAFESparsity=90%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 26.02 | |
| MagnitudeSparsity=80%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 25.88 | |
| SparseGPTSparsity=90%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 25.87 | |
| WandaSparsity=90%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 25.8 | |
| MagnitudeSparsity=90%, Backbone=Llama-2 13B, Protocol=Zero-shot2025.10 | 25.72 |