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Document-ai: RL environments and AI benchmarks

AI benchmarks
5
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Snapshot 2026-10-11. How categories are built · Where the data comes from

In short

What are RL environments for document-ai?
A simulated workplace where an AI agent practises a task (a code repository, a browser, business software) and an automatic grader scores each attempt. Labs train on thousands of these attempts. Bought to improve models.

Only benchmarks use the Document-ai tag: the RL environment directories file their vendors under other categories. Browse all RL environments.

AI benchmarks 5

None confirmed yet.

5 not yet confirmedListed in the catalog; no line from its own site or paper confirms it yet.
  1. GDP.pdf
  2. MPDocBench-Parse
  3. Arena AI Document
  4. Multi-domain Multi-modal Document Classification Benchmark with a Multi-level Taxonomy
  5. PaperFit-Bench

Next: pick another domain. Tags come from the RL Research daily scrape, canonicalized nightly.