A simple, clearly formatted table
A simple, clearly formatted table is provided for processing.
What this scenario means
This scenario checks whether a system preserves table structure when the layout is straightforward. A good system keeps rows, columns, headers and value-to-header links intact, so the table remains usable instead of becoming flattened text, shifted cells or a broken grid.
What we evaluate
- Whether the rows and columns remain aligned after processing.
- Whether each value stays under the correct header.
- Whether the output still reads as a table rather than a flattened or split block of text.
Capabilities this scenario exercises
A scenario may exercise one or more capabilities.
Data Ingestion
The knowledge in the files you hand over actually becomes reachable — and the service tells you when it didn't. Graded with the retrieval side held trivially easy (a query in the source's own wording over a small corpus), so a failure is attributable to ingestion rather than to search.
Table Extraction
Relational data — values whose meaning lives in row/column association; the one type whose partial failure yields confidently wrong downstream answers rather than gaps
Benchmarks that use this scenario
A scenario has global identity and may be reused across benchmarks.
Managed RAG
Which managed RAG service turns a folder of private documents into a query API that finds the right passage, answers only from what it retrieved, cites the source that actually supports the claim — and keeps up when the source changes?
Converting a complex PDF into clean Markdown with a hosted API
Also uses this scenario.
Converting a complex PDF into clean Markdown with an open-source library
Also uses this scenario.