[r/ML] [R] IDP Leaderboard: Open benchmark for document AI across 16 VLMs, 9,000+ documents, 3 benchmark suites

Summary

The IDP Leaderboard has been released as an open evaluation framework for document AI, assessing 16 Vision-Language Models across over 9,000 documents and various tasks like KIE, table extraction, and OCR. Key findings reveal Gemini 3.1 Pro as the overall leader, though the top models are very closely matched. Notably, cheaper model variants demonstrate nearly identical extraction quality to their flagship counterparts, suggesting significant cost-efficiency potential for document understanding solutions.

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