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Add AI2D evaluation without masks #325

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merged 3 commits into from
Oct 16, 2024
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zhijian-liu
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@zhijian-liu zhijian-liu commented Oct 15, 2024

This PR adds AI2D evaluation without masks (following VLMEvalKit).

@zhijian-liu zhijian-liu marked this pull request as ready for review October 15, 2024 14:59
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@kcz358, this PR is ready for review. Thanks!

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LGTM, may I ask how this ai2d without mask dataset is different from our dataset version?

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@kcz358, the current dataset masks the words in the images and replaces them with options. However, some questions refer specifically to the labels in the images, which can result in lower accuracy when using the masked version. VLMEvalKit includes an option to evaluate AI2D without masking these words, which might be more suitable in such cases.

@kcz358 kcz358 merged commit 8c2d89b into EvolvingLMMs-Lab:main Oct 16, 2024
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KairuiHu pushed a commit that referenced this pull request Oct 24, 2024
* Fix `LMMS_EVAL_PLUGINS`

* Add AI2D (without masks)
ZhaoCinyu pushed a commit to ZhaoCinyu/lmms-eval that referenced this pull request Dec 9, 2024
* Fix `LMMS_EVAL_PLUGINS`

* Add AI2D (without masks)
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2 participants