Question Answering on HolisQA Business
51.51F1 ScoreHugRAG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HugRAGBackbone LLM=gpt-5-nano2026.02 | 51.51 | 67.34 | 68.76 | |
| LeanRAGBackbone LLM=gpt-5-nano2026.02 | 48.3 | 59.29 | 60.35 | |
| StandardRAGBackbone LLM=gpt-5-nano2026.02 | 47.57 | 46.79 | 67.42 | |
| CausalRAGBackbone LLM=gpt-5-nano2026.02 | 45.2 | 44.55 | 66.1 | |
| LightRAGBackbone LLM=gpt-5-nano2026.02 | 29.98 | 34.22 | 54.5 | |
| BM25Backbone LLM=gpt-5-nano2026.02 | 28.11 | 37.06 | 55.52 | |
| GraphRAG LocalBackbone LLM=gpt-5-nano2026.02 | 25.01 | 27.36 | 49.05 | |
| GraphRAG GlobalBackbone LLM=gpt-5-nano2026.02 | 23.62 | 25.01 | 48.12 | |
| HippoRAG2Backbone LLM=gpt-5-nano2026.02 | 21.1 | 18.34 | 45.83 | |
| NaiveGenerationBackbone LLM=gpt-5-nano2026.02 | 18.58 | 0 | 46.14 |