Question Answering on G-bench CS
73.9AccuracyG-reasoner
Evaluation results
| Method | Links | |
|---|---|---|
| G-reasonerReasoning LLM=GPT-4o-mini2025.09 | 73.9 | |
| RAPTORMethod Type=Graph-enhanced Methods, Reasoning LLM=GPT-4o-mini2025.09 | 73.6 | |
| Qwen3-EmbMethod Type=Non-structure Methods, Reasoning LLM=GPT-4o-mini, Parameters=8B2025.09 | 73.5 | |
| HippoRAGMethod Type=Graph-enhanced Methods, Reasoning LLM=GPT-4o-mini2025.09 | 72.6 | |
| GraphRAG (MS)Method Type=Graph-enhanced Methods, Reasoning LLM=GPT-4o-mini2025.09 | 72.5 | |
| GFM-RAGMethod Type=Graph-enhanced Methods, Reasoning LLM=GPT-4o-mini2025.09 | 72.1 | |
| ColBERTv2Method Type=Non-structure Methods, Reasoning LLM=GPT-4o-mini2025.09 | 71.9 | |
| BM25Method Type=Non-structure Methods, Reasoning LLM=GPT-4o-mini2025.09 | 71.7 | |
| LightRAGMethod Type=Graph-enhanced Methods, Reasoning LLM=GPT-4o-mini2025.09 | 71.2 | |
| NoneMethod Type=Non-structure Methods, Reasoning LLM=GPT-4o-mini2025.09 | 70.7 | |
| G-retrieverMethod Type=Graph-enhanced Methods, Reasoning LLM=GPT-4o-mini2025.09 | 69.8 |