API-Bank.

Evaluates an agent's ability to plan step-by-step API calls, retrieve relevant APIs, and correctly execute API calls to meet human needs based on understanding real-world API documentation. It features over 2,200 dialogues utilizing thousands of APIs.

Best published scores.

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Neighbouring benchmarks.

Other Few-Shot Image Classification datasets on Codesota.

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• 01A public checkpoint or API endpoint
• 02A reproduction script with frozen commit + seed
• 03Declared evaluation environment (Python, deps)
• 04One row per metric declared by this dataset
• 05A contact so we can follow up on discrepancies