Knowledge Retrieval on PIQA
66.97Accuracy (40% Sparsity)Taylor-FO
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Taylor-FOModel=LLaMA-3-8B, Hardware=Single NVIDIA GeForce RTX 4090, Evaluation Protocol=Zero-shot/Few-shot2026.05 | 66.97 | 58.92 | |
| Wanda-StructModel=LLaMA-3-8B, Hardware=Single NVIDIA GeForce RTX 4090, Evaluation Protocol=Zero-shot/Few-shot2026.05 | 66.49 | 59.19 | |
| RKUModel=LLaMA-3-8B, Hardware=Single NVIDIA GeForce RTX 4090, Evaluation Protocol=Zero-shot/Few-shot2026.05 | 65.18 | 58.6 | |
| FLAPModel=LLaMA-3-8B, Hardware=Single NVIDIA GeForce RTX 4090, Evaluation Protocol=Zero-shot/Few-shot2026.05 | 59.14 | 54.19 |