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API-Bank
API-Bank is identified by its primary project source as an evaluation family covering API use and tool-augmented dialogue. 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 use tool-augmented dialogue
Primary source: Alibaba Research
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Stable Task identities and signatures
Tool selection
KFA Task ID: benchmark-task-scout-0d9969d9eecd01e85e4d4a25
Source or catalog identity: api-bank-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.
Tool abstention
KFA Task ID: benchmark-task-scout-345caa9fc9514269cd57e3df
Source or catalog identity: api-bank-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.
Parallel tool judgment
KFA Task ID: benchmark-task-scout-b2a7570c319555b15312acec
Source or catalog identity: api-bank-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.
Multi-step tool use
KFA Task ID: benchmark-task-scout-e94251e4122cb727cafb0569
Source or catalog identity: api-bank-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.
Tasks
signature only
Tool selection
KFA Task ID: benchmark-task-scout-0d9969d9eecd01e85e4d4a25
Source or catalog identity: api-bank-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.
signature only
Tool abstention
KFA Task ID: benchmark-task-scout-345caa9fc9514269cd57e3df
Source or catalog identity: api-bank-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.
signature only
Parallel tool judgment
KFA Task ID: benchmark-task-scout-b2a7570c319555b15312acec
Source or catalog identity: api-bank-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.
signature only
Multi-step tool use
KFA Task ID: benchmark-task-scout-e94251e4122cb727cafb0569
Source or catalog identity: api-bank-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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