Table Extraction on WHO Life Expectancy (test)
100FCSGE
Evaluation results
| Method | Links | |
|---|---|---|
| SGEIngestion=non-default2026.05 | 100 | |
| AutoSchemaKGIngestion=default2026.05 | 86 | |
| Det ParserIngestion=default2026.05 | 68 | |
| Table-aware promptIngestion=default2026.05 | 25.3 | |
| LightRAG v1.3.8Ingestion=default2026.05 | 16.7 | |
| LightRAG v1.4.12Ingestion=default, Chunking pipeline=restructured (splitting CSV rows into single-cell fragments)2026.05 | 0.7 | |
| RAG-AnythingIngestion=default, Parsing method=vision-based (discards numeric columns)2026.05 | 0.7 |