Zero-shot Prediction on RTE
62.82Zero-shot Accuracy (RTE)Dense
Evaluation Results
| Method | Links | |
|---|---|---|
| DenseSparsity=0%, Backbone=LLaMA-2-7B, Zero-shot=true2025.10 | 62.82 | |
| L-ADMMSparsity=4:8, Backbone=LLaMA-2-7B, Zero-shot=true2025.10 | 58.12 | |
| SparseLLMSparsity=2:4, Backbone=LLaMA-2-7B, Zero-shot=true2025.10 | 57.4 | |
| SparseGPTSparsity=4:8, Backbone=LLaMA-2-7B, Zero-shot=true2025.10 | 56.68 | |
| SparseLLMSparsity=4:8, Backbone=LLaMA-2-7B, Zero-shot=true2025.10 | 56.68 | |
| SparseGPTSparsity=2:4, Backbone=LLaMA-2-7B, Zero-shot=true2025.10 | 56.32 | |
| L-ADMMSparsity=2:4, Backbone=LLaMA-2-7B, Zero-shot=true2025.10 | 56.32 | |
| ALPSSparsity=4:8, Backbone=LLaMA-2-7B, Zero-shot=true2025.10 | 55.96 | |
| ALPSSparsity=2:4, Backbone=LLaMA-2-7B, Zero-shot=true2025.10 | 55.6 | |
| WandaSparsity=4:8, Backbone=LLaMA-2-7B, Zero-shot=true2025.10 | 54.15 | |
| WandaSparsity=2:4, Backbone=LLaMA-2-7B, Zero-shot=true2025.10 | 53.07 | |
| SAFESparsity=2:4, Backbone=LLaMA-2-7B, Zero-shot=true2025.10 | 53.07 | |
| SAFESparsity=4:8, Backbone=LLaMA-2-7B, Zero-shot=true2025.10 | 53.07 | |
| ELSASparsity=4:8, Backbone=LLaMA-2-7B, Zero-shot=true2025.10 | 53.07 | |
| ELSASparsity=2:4, Backbone=LLaMA-2-7B, Zero-shot=true2025.10 | 52.71 | |
| MagnitudeSparsity=2:4, Backbone=LLaMA-2-7B, Zero-shot=true2025.10 | 52.35 | |
| MagnitudeSparsity=4:8, Backbone=LLaMA-2-7B, Zero-shot=true2025.10 | 52.35 |