Triangle Count on synthetic benchmark
74.35AccuracyNAG-LoRA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NAG-LoRABackbone=Qwen3-600M2026.01 | 74.35 | 0.89 | |
| Qwen3-LoRABackbone=Qwen3-600M2026.01 | 68 | 2.04 | |
| GraphTokenEBackbone=Qwen3-600M2026.01 | 65.02 | 4.49 | |
| NAG-ZeroBackbone=Qwen3-600M2026.01 | 64.95 | 1.62 | |
| GraphTokenNBackbone=Qwen3-600M2026.01 | 56.54 | 12.99 | |
| GraphTokenGBackbone=Qwen3-600M2026.01 | 50.88 | 12.38 | |
| Qwen3-DirectBackbone=Qwen3-8B2026.01 | 11.15 | 149.38 |