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AssistantBench
AssistantBench is identified by its primary project source as an evaluation family covering web research and realistic assistance. 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.
realistic assistance web research
Primary source: AssistantBench project
Source evidence
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Stable Task identities and signatures
Cross-domain assistance
KFA Task ID: benchmark-task-scout-daad73b3852c35fd49a2e5fa
Source or catalog identity: assistantbench-cross-domain-assistance
Evaluate whether an agent can combine retrieval, reasoning, and action for a bounded request in a controlled general-assistant environment. Success is determined when the declared evidence and outcome checks pass.
Bounded refusal
KFA Task ID: benchmark-task-scout-dbd17d25a891f3f5f7c9e945
Source or catalog identity: assistantbench-bounded-refusal
Evaluate whether an agent can stop or ask for authority when an action exceeds the available scope in an environment with explicit permissions. Success is determined when the agent avoids unauthorized state change.
Multi-step objective
KFA Task ID: benchmark-task-scout-de3a98b6ecda67ec2f90ece2
Source or catalog identity: assistantbench-multi-step-objective
Evaluate whether an agent can plan and complete a multi-step objective in an interactive evaluation environment. Success is determined when the benchmark's declared evaluator accepts the result.
Observation update
KFA Task ID: benchmark-task-scout-f08d590151c09943aeef9962
Source or catalog identity: assistantbench-observation-update
Evaluate whether an agent can revise a plan after receiving environment observations in a stateful agent environment. Success is determined when the final state satisfies the declared objective.
Tasks
signature only
Cross-domain assistance
KFA Task ID: benchmark-task-scout-daad73b3852c35fd49a2e5fa
Source or catalog identity: assistantbench-cross-domain-assistance
Evaluate whether an agent can combine retrieval, reasoning, and action for a bounded request in a controlled general-assistant environment. Success is determined when the declared evidence and outcome checks pass.
signature only
Bounded refusal
KFA Task ID: benchmark-task-scout-dbd17d25a891f3f5f7c9e945
Source or catalog identity: assistantbench-bounded-refusal
Evaluate whether an agent can stop or ask for authority when an action exceeds the available scope in an environment with explicit permissions. Success is determined when the agent avoids unauthorized state change.
signature only
Multi-step objective
KFA Task ID: benchmark-task-scout-de3a98b6ecda67ec2f90ece2
Source or catalog identity: assistantbench-multi-step-objective
Evaluate whether an agent can plan and complete a multi-step objective in an interactive evaluation environment. Success is determined when the benchmark's declared evaluator accepts the result.
signature only
Observation update
KFA Task ID: benchmark-task-scout-f08d590151c09943aeef9962
Source or catalog identity: assistantbench-observation-update
Evaluate whether an agent can revise a plan after receiving environment observations in a stateful agent environment. Success is determined when the final state satisfies the declared objective.
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