Shortest Path on synthetic benchmark
95AccuracyNAG-LoRA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| NAG-LoRABackbone=Qwen3-600M2026.01 | 95 | 0.06 | |
| Qwen3-LoRABackbone=Qwen3-600M2026.01 | 91.25 | 0.1 | |
| NAG-ZeroBackbone=Qwen3-600M2026.01 | 63.4 | 0.77 | |
| GraphTokenGBackbone=Qwen3-600M2026.01 | 62.21 | 0.66 | |
| GraphTokenNBackbone=Qwen3-600M2026.01 | 61.89 | 0.67 | |
| GraphTokenEBackbone=Qwen3-600M2026.01 | 61.89 | 0.56 | |
| Qwen3-DirectBackbone=Qwen3-8B2026.01 | 37.25 | 0.81 |