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## HumanEval-V: Evaluating Visual Understanding and Reasoning Abilities of LMMs Through Coding Tasks
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<p align="left">
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<a href="https://humaneval-v.github.io">🏠 Home Page</a> •
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<a href="https://github.com/HumanEval-V/HumanEval-V-Benchmark">💻 GitHub Repository </a> •
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<a href="https://humaneval-v.github.io/#leaderboard">🏆 Leaderboard</a> •
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<a href="">🤗 Dataset Viewer</a>
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<a href="">📄 Paper </a>
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</p>
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HumanEval-V includes 108 carefully crafted, entry-level Python coding tasks. LMMs are required to complete the code solution based on the provided visual context and a predefined Python function signature outlining the task requirements. Every task is equipped with meticulously handcrafted test cases for execution-based pass@k evaluation.
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## HumanEval-V: Evaluating Visual Understanding and Reasoning Abilities of LMMs Through Coding Tasks
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<p align="left">
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<a href="">📄 Paper </a> •
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<a href="https://humaneval-v.github.io">🏠 Home Page</a> •
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<a href="https://github.com/HumanEval-V/HumanEval-V-Benchmark">💻 GitHub Repository </a> •
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<a href="https://humaneval-v.github.io/#leaderboard">🏆 Leaderboard</a> •
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<a href="https://huggingface.co/spaces/HumanEval-V/HumanEval-V-Benchmark-Viewer">🤗 Dataset Viewer</a>
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</p>
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HumanEval-V includes 108 carefully crafted, entry-level Python coding tasks. LMMs are required to complete the code solution based on the provided visual context and a predefined Python function signature outlining the task requirements. Every task is equipped with meticulously handcrafted test cases for execution-based pass@k evaluation.
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