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GAIA
GAIA is identified by its primary project source as an evaluation family covering general agents and tool use. 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.
file analysis general agents general assistant tool use web research
Primary source: GAIA benchmark
Source evidence
Task Patterns
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Stable Task identities and signatures
Cross-domain assistance
KFA Task ID: benchmark-task-scout-0515554d179d3dee69232924
Source or catalog identity: gaia-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-74fd9bfe91bbd563c8468835
Source or catalog identity: gaia-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-87e5a041f649cd1c22c51d24
Source or catalog identity: gaia-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-ffaca92496fa2dde71ee4bce
Source or catalog identity: gaia-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.
Multi-source cross-check
KFA Task ID: gaia-data-crosscheck
Source or catalog identity: family-crosscheck
Reconcile facts from multiple public sources, resolve ambiguity, and return the specifically requested value with traceable support.
Basic tool-assisted research
KFA Task ID: gaia-level-one-research
Source or catalog identity: family-level-1
Answer a bounded factual question that requires one or more public information lookups and a concise supported result.
Complex multi-step investigation
KFA Task ID: gaia-level-three-multistep
Source or catalog identity: family-level-3
Coordinate several search, extraction, and reasoning steps to resolve a difficult question with one checkable final response.
File-assisted analysis
KFA Task ID: gaia-level-two-file
Source or catalog identity: family-level-2-file
Inspect a supplied public attachment and combine its contents with external research to derive an unambiguous answer.
Media-assisted question
KFA Task ID: gaia-media-analysis
Source or catalog identity: family-media
Extract relevant information from a supplied media attachment and use it as one input to a broader factual investigation.
Tasks
signature only
Cross-domain assistance
KFA Task ID: benchmark-task-scout-0515554d179d3dee69232924
Source or catalog identity: gaia-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-74fd9bfe91bbd563c8468835
Source or catalog identity: gaia-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-87e5a041f649cd1c22c51d24
Source or catalog identity: gaia-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-ffaca92496fa2dde71ee4bce
Source or catalog identity: gaia-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.
signature only
Multi-source cross-check
KFA Task ID: gaia-data-crosscheck
Source or catalog identity: family-crosscheck
Reconcile facts from multiple public sources, resolve ambiguity, and return the specifically requested value with traceable support.
signature only
Basic tool-assisted research
KFA Task ID: gaia-level-one-research
Source or catalog identity: family-level-1
Answer a bounded factual question that requires one or more public information lookups and a concise supported result.
signature only
Complex multi-step investigation
KFA Task ID: gaia-level-three-multistep
Source or catalog identity: family-level-3
Coordinate several search, extraction, and reasoning steps to resolve a difficult question with one checkable final response.
signature only
File-assisted analysis
KFA Task ID: gaia-level-two-file
Source or catalog identity: family-level-2-file
Inspect a supplied public attachment and combine its contents with external research to derive an unambiguous answer.
signature only
Media-assisted question
KFA Task ID: gaia-media-analysis
Source or catalog identity: family-media
Extract relevant information from a supplied media attachment and use it as one input to a broader factual investigation.
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