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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="">π Paper </a> β’
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<a href="https://humaneval-v.github.io">π Home Page</a> β’
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<a href="https://github.com/HumanEval-V/HumanEval-V-Benchmark">π» GitHub Repository </a> β’
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<a href="https://humaneval-v.github.io/#leaderboard">π Leaderboard</a> β’
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from datasets import load_dataset
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humaneval_v = load_dataset("HumanEval-V/HumanEval-V-Benchmark", split="test")
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```
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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://arxiv.org/abs/2410.12381">π Paper </a> β’
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<a href="https://humaneval-v.github.io">π Home Page</a> β’
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<a href="https://github.com/HumanEval-V/HumanEval-V-Benchmark">π» GitHub Repository </a> β’
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<a href="https://humaneval-v.github.io/#leaderboard">π Leaderboard</a> β’
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from datasets import load_dataset
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humaneval_v = load_dataset("HumanEval-V/HumanEval-V-Benchmark", split="test")
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```
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## Citation
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```bibtex
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@article{zhang2024humanevalv,
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title={HumanEval-V: Evaluating Visual Understanding and Reasoning Abilities of Large Multimodal Models Through Coding Tasks},
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author={Zhang, Fengji and Wu, Linquan and Bai, Huiyu and Lin, Guancheng and Li, Xiao and Yu, Xiao and Wang, Yue and Chen, Bei and Keung, Jacky},
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journal={arXiv preprint arXiv:2410.12381},
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year={2024},
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}
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```
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