Local Question Answering on SlideVQA 2k
64.85AccuracyMegaRAG
Evaluation results
| Method | Links | |
|---|---|---|
| MegaRAGResponse LLM=GPT-4o-mini, Graph retrieval entities (k)=60, Page retrieval pages (m)=62025.11 | 64.85 | |
| LightRAGResponse LLM=GPT-4o-mini, Gleaning=12025.11 | 27.66 | |
| NaiveRAGResponse LLM=GPT-4o-mini, Embeddings=text-embedding-3-small, Temperature=02025.11 | 11.34 | |
| GraphRAGSearch Mode=Local, Response LLM=GPT-4o-mini, Gleaning=12025.11 | 6.8 | |
| GraphRAGSearch Mode=Global, Response LLM=GPT-4o-mini, Gleaning=12025.11 | 5.22 |