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Holistic Evaluation of Language Models
Holistic Evaluation of Language Models is identified by its primary project source as an evaluation family covering holistic evaluation and scenario coverage. 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.
holistic evaluation scenario coverage
Primary source: Stanford CRFM
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Stable Task identities and signatures
Evidence integration
KFA Task ID: benchmark-task-scout-5fe295e3413870fa8001bb81
Source or catalog identity: helm-evidence-integration
Evaluate whether an agent can combine several provided facts without adding unsupported premises in a closed-context reasoning task. Success is determined when the answer is entailed by the provided evidence.
Calibrated uncertainty
KFA Task ID: benchmark-task-scout-797ebb53f9d5d01cff3cc888
Source or catalog identity: helm-calibrated-uncertainty
Evaluate whether an agent can identify when available evidence is insufficient for a unique answer in a reasoning task with explicit answer options. Success is determined when the response matches the evaluator's uncertainty condition.
Inductive reasoning
KFA Task ID: benchmark-task-scout-dd9aa1ea457f282481659389
Source or catalog identity: helm-inductive-reasoning
Evaluate whether an agent can infer a rule from examples and apply it to a new case in a controlled symbolic task. Success is determined when the inferred answer matches the held-out checker.
Structured reasoning
KFA Task ID: benchmark-task-scout-fdfa13641696925c4a340f93
Source or catalog identity: helm-structured-reasoning
Evaluate whether an agent can solve a bounded multi-step reasoning problem in a text-only evaluation environment. Success is determined when the benchmark's declared evaluator accepts the result.
Tasks
signature only
Evidence integration
KFA Task ID: benchmark-task-scout-5fe295e3413870fa8001bb81
Source or catalog identity: helm-evidence-integration
Evaluate whether an agent can combine several provided facts without adding unsupported premises in a closed-context reasoning task. Success is determined when the answer is entailed by the provided evidence.
signature only
Calibrated uncertainty
KFA Task ID: benchmark-task-scout-797ebb53f9d5d01cff3cc888
Source or catalog identity: helm-calibrated-uncertainty
Evaluate whether an agent can identify when available evidence is insufficient for a unique answer in a reasoning task with explicit answer options. Success is determined when the response matches the evaluator's uncertainty condition.
signature only
Inductive reasoning
KFA Task ID: benchmark-task-scout-dd9aa1ea457f282481659389
Source or catalog identity: helm-inductive-reasoning
Evaluate whether an agent can infer a rule from examples and apply it to a new case in a controlled symbolic task. Success is determined when the inferred answer matches the held-out checker.
signature only
Structured reasoning
KFA Task ID: benchmark-task-scout-fdfa13641696925c4a340f93
Source or catalog identity: helm-structured-reasoning
Evaluate whether an agent can solve a bounded multi-step reasoning problem in a text-only evaluation environment. Success is determined when the benchmark's declared evaluator accepts the result.
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