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[Benchmark] Add MDPBench support#1597

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Delores-Lin wants to merge 1 commit into
open-compass:mainfrom
Delores-Lin:add-mdpbench
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[Benchmark] Add MDPBench support#1597
Delores-Lin wants to merge 1 commit into
open-compass:mainfrom
Delores-Lin:add-mdpbench

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Summary

This PR adds support for MDPBench, a multilingual document parsing benchmark for evaluating OCR/document understanding capabilities in VLMs.

The adaptation includes:

  • MDPBench dataset registration in VLMEvalKit
  • Prompt construction aligned with the original MDPBench inference prompt
  • Native MDPBench matching and evaluation pipeline
  • CDM-based formula/table evaluation support
  • MDPBench-specific dependency instructions and requirements file

Notes

MDPBench uses CDM as part of its full evaluation pipeline. Python dependencies are listed in:

vlmeval/dataset/MDPBench/requirements.txt

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