Code Generation on LiveCodeBench v6 (LCB)
0.6095LCB ScoreOriginal
Evaluation Results
| Method | Links | |
|---|---|---|
| OriginalModel=Seed-OSS-36B-Instruct, MLP Sparsity=0%2026.06 | 0.6095 | |
| SpenseGPT+Model=Seed-OSS-36B-Instruct, MLP Sparsity=25%2026.06 | 0.6057 | |
| OriginalModel=Qwen3-32B, MLP Sparsity=0%2026.06 | 0.6019 | |
| SpenseGPTModel=Seed-OSS-36B-Instruct, MLP Sparsity=25%2026.06 | 0.5962 | |
| SpenseGPT+Model=Qwen3-32B, MLP Sparsity=25%2026.06 | 0.5771 | |
| SpenseGPTModel=Seed-OSS-36B-Instruct, MLP Sparsity=37.5%2026.06 | 0.5504 | |
| SpenseGPTModel=Qwen3-32B, MLP Sparsity=25%2026.06 | 0.5448 | |
| SpenseGPT+Model=Seed-OSS-36B-Instruct, MLP Sparsity=37.5%2026.06 | 0.5448 | |
| SpenseGPT+Model=Qwen3-32B, MLP Sparsity=37.5%2026.06 | 0.5257 | |
| SpenseGPTModel=Qwen3-32B, MLP Sparsity=37.5%2026.06 | 0.5162 | |
| SparseGPTModel=Seed-OSS-36B-Instruct, MLP Sparsity=50%2026.06 | 0.44 | |
| SparseGPTModel=Qwen3-32B, MLP Sparsity=50%2026.06 | 0.4305 | |
| HyperPruneModel=Qwen3-32B, MLP Sparsity=50%2026.06 | 0.0533 | |
| WandaModel=Qwen3-32B, MLP Sparsity=50%2026.06 | 0.0381 | |
| WandaModel=Seed-OSS-36B-Instruct, MLP Sparsity=50%2026.06 | 0.0095 | |
| HyperPruneModel=Seed-OSS-36B-Instruct, MLP Sparsity=50%2026.06 | 0.0038 |