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ENT-ff3889bc-c073-43cd-b5a3-2b5aa262e589 · benchmark · evaluation framework revision

Holistic Evaluation of Language Models (HELM)

Reviewed identifier stanford-crfm/helm@63754d05db6f874e41a395880fb573890a13e791 · current status intentionally unknown

Scope

Reviewed benchmark or evaluation-protocol identity; model results and leaderboard ranks are separate, unrepresented observations.

Boundary

HELM entered maintenance mode on 2026-06-01. Framework availability is not evidence that every hosted leaderboard result is current or comparable.

Benchmark comparability passport

Publisher
Stanford CRFM
Version
source revision 63754d05; no semantic benchmark version asserted
Task scope
Framework for standardized, reproducible evaluation of language and multimodal foundation models across datasets and benchmarks.
Metric contract
Scenario-specific metrics include dimensions beyond accuracy, such as efficiency, bias and toxicity; no single HELM score is represented.
Evaluation conditions
A result is conditioned on the pinned framework revision, run entry, suite, model adapter, scenario and metric configuration.
Comparability boundary
Compare only runs with aligned HELM revision, scenario, adapter, prompting/run specification and metric; the `latest` route is not a fixed version.
Contamination boundary
The selected source does not establish absence of benchmark exposure in model training data.

This passport describes a benchmark definition or protocol. It publishes no model score, rank or cross-version equivalence.

Source-qualified relations

  1. No reviewed relation is asserted for this identity.

Atlas claims with an exact source route

  1. No exact source-URL connection in r0056. No name match was substituted.

Every displayed attribute links to source-qualified statement IDs. Relations are explicit and source-qualified. Identity does not imply ownership, legal status, present availability or equivalence with a mutable alias.