Edge Count on Synthetic Benchmark
94.95AccuracyNAG-LoRA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NAG-LoRABackbone=Qwen3-600M, Training=LoRA fine-tuning2026.01 | 94.95 | 0.06 | |
| NAG-ZeroBackbone=Qwen3-600M, Mode=Zero-shot2026.01 | 93 | 0.09 | |
| Qwen3-LoRABackbone=Qwen3-600M, Training=LoRA fine-tuning2026.01 | 86.35 | 0.23 | |
| GraphTokenEBackbone=Qwen3-600M2026.01 | 59.73 | 1.5 | |
| GraphTokenNBackbone=Qwen3-600M2026.01 | 45.97 | 2.16 | |
| GraphTokenGBackbone=Qwen3-600M2026.01 | 40.6 | 2.25 | |
| Qwen3-DirectBackbone=Qwen3-8B2026.01 | 31.15 | 35.21 |