Insurance claims processing on Insurance Claims 55-node workflow
4.78Task SuccessIn-Context
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| In-Contextmode=in-context learning2026.05 | 4.78 | 4.78 | 4.82 | 4.96 | 5 | |
| 8B Sub.base_model=Qwen3-8B, precision=bf16, tuning=full parameter fine-tuning2026.05 | 4.47 | 4.4 | 4.51 | 4.81 | 4.92 | |
| LG Orch.architecture=LangGraph orchestrator2026.05 | 4.42 | 4.45 | 4.39 | 4.38 | 4.58 |