[Benchmark] Add support for CAPEval - #1633
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liuzhipenggg wants to merge 3 commits into
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Hi @kennymckormick, sorry to bother you. I just wanted to kindly ask if you might have time to take a look at this PR. GitHub is holding the Actions run for first-time contributors, so it cannot start until a maintainer approves it. I would be very grateful for any review comments, and I am happy to revise the code. Thank you very much. |
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Hi @TianhaoLiang2000 @kennymckormick , sorry to bother you. |
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Summary
Add CAPEval as an image caption benchmark.
The dataset has 300 images. The model produces a caption; a judge LLM scores it against checklist items and reports Coverage (C) and Precision (P), with Scene & Object (SO) / People & Activity (PA) / Text & Interface (TI) / Design & Knowledge (DK) splits.
Changes
CAPEvalinIMAGE_DATASETvlmeval/dataset/capeval.py$LMUData/CAPEval/Implemented as
ImageBaseDataset+build_judge. No changes torun.py, model backends, or shared judge code.Usage
--judgedefaults toqwen-72bif omitted.References