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An automatic evaluation framework for Multimodal Chain-of-Thought.

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MiCEval: Unveiling Multimodal Chain of Thought's Quality via Image Description and Reasoning

The MiCEval dataset is stored in dataset/MiCEval_hard.jsonl and dataset/MiCEval_Normal.jsonl.

The images of the MiCEval dataset are stored in the dataset/image folder.

To reproduce the results of the verifier experiment, please run scripts/verifier_zeroshot.sh and scripts/verifier_fewshot.sh.

The code for the evaluator experiment will be updated soon.

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An automatic evaluation framework for Multimodal Chain-of-Thought.

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