Datasets › ToolBench
ToolBench
ToolBench is an instruction-tuning dataset for tool use, which is created automatically using ChatGPT. Specifically, the authors collect 16,464 real-world RESTful APIs spanning 49 categories from RapidAPI Hub, then prompt ChatgPT to generate diverse human instructions involving these APIs, covering both single-tool and multi-tool scenarios.
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Trajectory Planning | ToolBench | GPT4-TOPGUN Win rate 86.54 | SwissNYF: Tool Grounded LLM Agents for Black Box Setting | iclr-dummy-user/swissnyf | 3 | Compare |
Papers archive 2025-07-28
3 shown of 3 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 105. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| SwissNYF: Tool Grounded LLM Agents for Black Box Setting | 1 | 1 | 15 Feb 2024 | ran 2 of 2 samples (0 unverified; 2 pointer-only for licence) |
| Fortify the Shortest Stave in Attention: Enhancing Context Awareness of Large Language Models for Effective Tool Use | 1 | 1 | 7 Dec 2023 | ran 4 of 4 samples (0 unverified; 4 pointer-only for licence) |
| ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs | 2 | 1 | 31 Jul 2023 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- ToolBench
1 variant name, as the archive lists them.
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