Graph Edit Distance on Large-scale graphs
0.074AccuracyQwQ-32B
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| QwQ-32BCategory=Reasoning2025.08 | 0.074 | 0.94 | |
| NPG-Muse-8BCategory=NPG-Muse2025.08 | 0.06 | 0.97 | |
| NPG-Muse-7BCategory=NPG-Muse2025.08 | 0.056 | 0.91 | |
| Claude-3.5-sonnetCategory=Closed-source2025.08 | 0.034 | 0.836 | |
| G1-7BCategory=Graph-oriented2025.08 | 0.03 | — | |
| GPT-4oCategory=Closed-source2025.08 | 0.024 | 0.972 | |
| Qwen3-8B-BaseCategory=Non-reasoning2025.08 | 0.02 | 0.45 | |
| LLaMA3-70B-InsCategory=Non-reasoning2025.08 | 0.018 | 0.82 | |
| Qwen2.5-7B-Ins-1MCategory=Non-reasoning2025.08 | 0.012 | 0.588 | |
| S1.1-7BCategory=Reasoning2025.08 | 0.01 | 0.42 | |
| LLaMA-8B-GTCategory=Graph-oriented2025.08 | 0.008 | — | |
| GraphWiz-7B-DPOCategory=Graph-oriented2025.08 | 0 | 0.18 |