Three-Level Classification on JD e-commerce search dataset
81.26Macro F1Graph-GRPO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Graph-GRPO2026.05 | 81.26 | 83.84 | 84.44 | |
| Graph-GRPOlearnable_coefficients=false2026.05 | 81.22 | 83.8 | 84.41 | |
| LLM-GRPObase_model=LLM-SFT2026.05 | 80.91 | 83.57 | 84.21 | |
| LLM-SFT2026.05 | 80.33 | 83.13 | 83.84 | |
| LLM-SFTrandom_masking=false2026.05 | 79.55 | 82.47 | 83.19 | |
| LLM-Base2026.05 | 56.39 | 61.34 | 61.54 |