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@@ -41,4 +41,16 @@ If you encounter problem on the space, don't hesitate to restart it to remove th
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  You'll find
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  - the main table' columns names and properties in `src/display/utils.py`
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  - the logic to read all results and request files, then convert them in dataframe lines, in `src/leaderboard/read_evals.py`, and `src/populate.py`
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- - teh logic to allow or filter submissions in `src/submission/submit.py` and `src/submission/check_validity.py`
 
 
 
 
 
 
 
 
 
 
 
 
 
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  You'll find
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  - the main table' columns names and properties in `src/display/utils.py`
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  - the logic to read all results and request files, then convert them in dataframe lines, in `src/leaderboard/read_evals.py`, and `src/populate.py`
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+ - teh logic to allow or filter submissions in `src/submission/submit.py` and `src/submission/check_validity.py`
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+
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+ ```
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+ @misc{cui2024insightsbenchmarkingfrontierlanguage,
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+ title={Insights from Benchmarking Frontier Language Models on Web App Code Generation},
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+ author={Yi Cui},
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+ year={2024},
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+ eprint={2409.05177},
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+ archivePrefix={arXiv},
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+ primaryClass={cs.SE},
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+ url={https://arxiv.org/abs/2409.05177},
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+ }
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+ ```