Hallucination Mitigation on FinLLM-Eval
92.5Faithfulness ScoreBALTO
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| BALTOModel=Qwen3-8B2026.06 | 92.5 | 57.9 | 53.6 | — | |
| GRPODModel=Qwen3-8B2026.06 | 91.7 | 51.1 | 46.9 | 37.2 | |
| GRPOBModel=Qwen3-8B2026.06 | 90.2 | 39.1 | 35.3 | 44 | |
| BALTOModel=Qwen3-4B2026.06 | 88.7 | 42.1 | 37.3 | — | |
| GRPOBModel=Qwen3-4B2026.06 | 82 | 23.3 | 19.1 | 38.8 | |
| GRPODModel=Qwen3-4B2026.06 | 78.2 | 43.6 | 34.1 | 57.7 | |
| FSPOModel=Qwen3-8B2026.06 | 59.4 | 82 | 48.7 | 46.6 | |
| FSPOModel=Qwen3-4B2026.06 | 59.4 | 82 | 48.7 | 46.6 | |
| BaseModel=Qwen3-4B2026.06 | 57.1 | — | 57.1 | — | |
| SFTModel=Qwen3-8B2026.06 | 48.1 | 70.7 | 34 | — | |
| DPOModel=Qwen3-8B2026.06 | 41.4 | 60.2 | 24.9 | — | |
| BaseModel=Qwen3-8B2026.06 | 34.6 | — | 34.6 | — |