Evaluates six prompt styles (JSON, CSV, Prefix, YAML, Function, Hybrid) across three LLMs (ChatGPT-4o, Claude, Gemini) on datasets (Stories, Medical, Receipts), measuring Accuracy, Token Cost, and Time to reveal model trade-offs and optimal prompt choices (IMAGE)

ELSP

Evaluates six prompt styles (JSON, CSV, Prefix, YAML, Function, Hybrid) across three LLMs (ChatGPT-4o, Claude, Gemini) on datasets (Stories, Medical, Receipts), measuring Accuracy, Token Cost, and Time to reveal model trade-offs and optimal prompt choices

Caption

Evaluates six prompt styles (JSON, CSV, Prefix, YAML, Function, Hybrid) across three LLMs (ChatGPT-4o, Claude, Gemini) on datasets (Stories, Medical, Receipts), measuring Accuracy, Token Cost, and Time to reveal model trade-offs and optimal prompt choices.

Credit

Ashraf Elnashar, Jules White/Vanderbilt University, Douglas C. Schmidt/William & Mary

Usage Restrictions

Credit must be given to the creator.

License

CC BY

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