Scientific Knowledge Evaluation on GPQA
36.16AccuracyQwen3 8B
Evaluation results
| Method | Links | |
|---|---|---|
| Qwen3 8BCompression Ratio=dense2026.02 | 36.16 | |
| ROCKETCompression Ratio=0.22026.02 | 31.45 | |
| ROCKETCompression Ratio=0.32026.02 | 29.19 | |
| ROCKETCompression Ratio=0.42026.02 | 28.85 | |
| CoSpaDiCompression Ratio=0.22026.02 | 28.61 | |
| SVD-LLMCompression Ratio=0.22026.02 | 28.36 | |
| CoSpaDiCompression Ratio=0.42026.02 | 26.01 | |
| SVD-LLMCompression Ratio=0.32026.02 | 25.59 | |
| CoSpaDiCompression Ratio=0.32026.02 | 24.75 | |
| SVD-LLMCompression Ratio=0.42026.02 | 23.07 |