Maximum Clique on MCP Small-scale
96.2AccuracyQwQ-32B
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| QwQ-32BCategory=Reasoning2025.08 | 96.2 | 97 | |
| NPG-Muse-7BCategory=NPG-Muse2025.08 | 96 | 97.8 | |
| LLaMA-8B-GTCategory=Graph-oriented2025.08 | 95.2 | — | |
| NPG-Muse-8BCategory=NPG-Muse2025.08 | 93.6 | 97.8 | |
| GPT-4oCategory=Closed-source2025.08 | 62.4 | 79.6 | |
| Claude-3.5-sonnetCategory=Closed-source2025.08 | 62.2 | 88 | |
| S1.1-7BCategory=Reasoning2025.08 | 46.2 | 80.4 | |
| LLaMA3-70B-InsCategory=Non-reasoning2025.08 | 42.8 | 44.2 | |
| Qwen2.5-7B-Ins-1MCategory=Non-reasoning2025.08 | 34 | 60.2 | |
| G1-7BCategory=Graph-oriented2025.08 | 30 | — | |
| Qwen3-8B-BaseCategory=Non-reasoning2025.08 | 22.4 | 52.8 | |
| GraphWiz-7B-DPOCategory=Graph-oriented2025.08 | 1.6 | 39.6 |