Connected Nodes on Fatemi synthetic benchmark
96.85AccuracyQwen3-LoRA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Qwen3-LoRABackbone=Qwen3-600M2026.01 | 96.85 | 1 | |
| NAG-LoRABackbone=Qwen3-600M2026.01 | 84.9 | 0.98 | |
| NAG-ZeroBackbone=Qwen3-600M2026.01 | 52.4 | 0.8 | |
| GraphTokenEBackbone=Qwen3-600M2026.01 | 38.7 | 0.7 | |
| GraphTokenGBackbone=Qwen3-600M2026.01 | 35.62 | 0.69 | |
| GraphTokenNBackbone=Qwen3-600M2026.01 | 33.9 | 0.69 | |
| Qwen3-DirectBackbone=Qwen3-8B2026.01 | 15.6 | 0.65 |