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### HumanEval-V: A Lightweight Visual Understanding and Reasoning Benchmark for Evaluating LMMs through Coding Tasks
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<p align="center"> <a href="">π Paper</a> β’ <a href="https://humaneval-v.github.io">π Home Page</a> β’ <a href="https://github.com/HumanEval-V/HumanEval-V-Benchmark">π» GitHub Repository</a> β’ <a href="https://humaneval-v.github.io/#leaderboard">π Leaderboard</a> β’ <a href="https://
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**HumanEval-V** is a novel and lightweight benchmark designed to evaluate the visual understanding and reasoning capabilities of Large Multimodal Models (LMMs) through coding tasks. The dataset comprises **108 entry-level Python programming challenges**, adapted from platforms like CodeForces and Stack Overflow. Each task includes **visual context that is indispensable to the problem**, requiring models to perceive, reason, and generate Python code solutions accordingly.
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### HumanEval-V: A Lightweight Visual Understanding and Reasoning Benchmark for Evaluating LMMs through Coding Tasks
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<p align="center"> <a href="">π Paper</a> β’ <a href="https://humaneval-v.github.io">π Home Page</a> β’ <a href="https://github.com/HumanEval-V/HumanEval-V-Benchmark">π» GitHub Repository</a> β’ <a href="https://humaneval-v.github.io/#leaderboard">π Leaderboard</a> β’ <a href="https://huggingface.co/datasets/HumanEval-V/HumanEval-V-Benchmark">π€ Dataset</a> β’ <a href="https://huggingface.co/spaces/HumanEval-V/HumanEval-V-Benchmark-Viewer">π€ Dataset Viewer</a> </p>
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**HumanEval-V** is a novel and lightweight benchmark designed to evaluate the visual understanding and reasoning capabilities of Large Multimodal Models (LMMs) through coding tasks. The dataset comprises **108 entry-level Python programming challenges**, adapted from platforms like CodeForces and Stack Overflow. Each task includes **visual context that is indispensable to the problem**, requiring models to perceive, reason, and generate Python code solutions accordingly.
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