Edge Existence on Synthetic Benchmark
99.7AccuracyNAG-LoRA
Evaluation Results
| Method | Links | |
|---|---|---|
| NAG-LoRABackbone=Qwen3-600M2026.01 | 99.7 | |
| Qwen3-LoRABackbone=Qwen3-600M2026.01 | 99.55 | |
| NAG-ZeroBackbone=Qwen3-600M2026.01 | 80.7 | |
| GraphTokenGBackbone=Qwen3-600M2026.01 | 78.65 | |
| GraphTokenNBackbone=Qwen3-600M2026.01 | 78.64 | |
| GraphTokenEBackbone=Qwen3-600M2026.01 | 77.58 | |
| Qwen3-DirectBackbone=Qwen3-8B2026.01 | 74.3 |