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ToolBench
ToolBench is identified by its primary project source as an evaluation family covering tool use and API planning. This entry publishes independently authored task signatures only.
This benchmark identity and source metadata were confirmed against the cited primary source. Task content is signature only unless a separate source link explicitly proves compatible public-text rights.
API planning tool use
Primary source: OpenBMB
Source evidence
Tasks
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Tool selection
Evaluate whether an agent can select the applicable tool and construct schema-valid arguments in a declared tool registry. Success is determined when the intended tool is called with valid arguments.
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Tool abstention
Evaluate whether an agent can decline to call a tool when none is applicable or authorized in a restricted tool environment. Success is determined when the agent avoids an invalid or unauthorized action.
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Parallel tool judgment
Evaluate whether an agent can identify independent tool calls that can be issued together in a bounded tool catalog. Success is determined when all necessary calls are valid and no unsupported call is invented.
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Multi-step tool use
Evaluate whether an agent can complete a sequence of tool calls whose later inputs depend on earlier results in a stateful tool environment. Success is determined when the final declared state is reached.
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