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EdgeBench evaluates AI agents across task categories, runtime environments, and interaction budgets. The analysis downloads the dataset from Hugging Face, parses task specifications, and examines taxonomy, execution settings, internet requirements, judging logic, and scoring metadata. Leaderboard data is extracted from the repository README, with standardized model names and reshaped task-level results for performance comparison.
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