Compare
HELM: Holistic Evaluation of Language Models vs AI2 Reasoning Challenge (ARC)
Side-by-side comparison of HELM: Holistic Evaluation of Language Models (Benchmark) and AI2 Reasoning Challenge (ARC) (Benchmark).
Live Data← All Comparisons
87
Composite Score
HELM: Holistic Evaluation of Language Models
Benchmark · Stanford Center for Research on Foundation Models (CRFM)
80.7
Composite Score
AI2 Reasoning Challenge (ARC)
Benchmark · Allen Institute for AI (AI2)
Overall Winner
HELM: Holistic Evaluation of Language Models
HELM: Holistic Evaluation of Language Models wins 6 of 6 categories · AI2 Reasoning Challenge (ARC) wins 0 of 6 categories
Score Comparison
HELM: Holistic Evaluation of Language ModelsvsAI2 Reasoning Challenge (ARC)
Composite
87:80.7
Adoption
85:78
Quality
90:85
Freshness
75:65
Citations
92:88
Engagement
80:70
Details
FieldHELM: Holistic Evaluation of Language ModelsAI2 Reasoning Challenge (ARC)
TypeBenchmarkBenchmark
ProviderStanford Center for Research on Foundation Models (CRFM)Allen Institute for AI (AI2)
Versionv2.0v1.1
Categoryai-benchmarksai-benchmarks
Pricingfreefree
LicenseApache 2.0CC BY-SA 4.0
DescriptionHELM is a living benchmark designed to provide a comprehensive and holistic evaluation of language models across a wide range of scenarios and metrics. It aims to move beyond single-number evaluations by assessing models on factors like truthfulness, calibration, fairness, robustness, and efficiency, providing a more nuanced understanding of their capabilities and limitations.The AI2 Reasoning Challenge (ARC) is a question-answering dataset designed to evaluate advanced reasoning capabilities in AI systems. It consists of elementary-level science questions specifically crafted to be difficult for retrieval-based methods and require deeper understanding and reasoning to answer correctly.
Capabilities
Only HELM: Holistic Evaluation of Language Models
language-understandingtext-generationreasoningknowledge-retrieval
Shared
None
Only AI2 Reasoning Challenge (ARC)
commonsense-reasoningscientific-reasoningknowledge-integrationinference
Tags
Only HELM: Holistic Evaluation of Language Models
language-modelsevaluationholistictruthfulnessfairnessrobustness
Shared
None
Only AI2 Reasoning Challenge (ARC)
reasoningquestion-answeringscienceelementary-schoolai2
Use Cases
HELM: Holistic Evaluation of Language Models
- ▸model comparison
- ▸risk assessment
- ▸model development
- ▸responsible ai
AI2 Reasoning Challenge (ARC)
- ▸ai research
- ▸model evaluation
- ▸educational ai
- ▸knowledge representation
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