ToolBench.

A massive-scale benchmark designed for evaluating and facilitating large language models in mastering over 16,000 real-world RESTful APIs. It functions as an instruction-tuning dataset for tool use, which was automatically generated using ChatGPT to enhance the general tool-use capabilities of large language models.

Best published scores.

No results indexed yet — be the first to submit a score.

Neighbouring benchmarks.

Other Few-Shot Image Classification datasets on Codesota.

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Submit a checkpoint and a reproduction script. We will run it, publish the score, and — if it takes the top — annotate the step on the progress chart with your name.

• 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