Compare
AI2 Reasoning Challenge (ARC) vs HELM: Holistic Evaluation of Language Models
Side-by-side comparison of AI2 Reasoning Challenge (ARC) (Benchmark) and HELM: Holistic Evaluation of Language Models (Benchmark).
Live Data← All Comparisons
80.7
Composite Score
AI2 Reasoning Challenge (ARC)
Benchmark · Allen Institute for AI (AI2)
87
Composite Score
HELM: Holistic Evaluation of Language Models
Benchmark · Stanford Center for Research on Foundation Models (CRFM)
Overall Winner
HELM: Holistic Evaluation of Language Models
AI2 Reasoning Challenge (ARC) wins 0 of 6 categories · HELM: Holistic Evaluation of Language Models wins 6 of 6 categories
Score Comparison
AI2 Reasoning Challenge (ARC)vsHELM: Holistic Evaluation of Language Models
Composite
80.7:87
Adoption
78:85
Quality
85:90
Freshness
65:75
Citations
88:92
Engagement
70:80
Details
FieldAI2 Reasoning Challenge (ARC)HELM: Holistic Evaluation of Language Models
TypeBenchmarkBenchmark
ProviderAllen Institute for AI (AI2)Stanford Center for Research on Foundation Models (CRFM)
Versionv1.1v2.0
Categoryai-benchmarksai-benchmarks
Pricingfreefree
LicenseCC BY-SA 4.0Apache 2.0
DescriptionThe 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.HELM 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.
Capabilities
Only AI2 Reasoning Challenge (ARC)
commonsense-reasoningscientific-reasoningknowledge-integrationinference
Shared
None
Only HELM: Holistic Evaluation of Language Models
language-understandingtext-generationreasoningknowledge-retrieval
Tags
Only AI2 Reasoning Challenge (ARC)
reasoningquestion-answeringscienceelementary-schoolai2
Shared
None
Only HELM: Holistic Evaluation of Language Models
language-modelsevaluationholistictruthfulnessfairnessrobustness
Use Cases
AI2 Reasoning Challenge (ARC)
- ▸ai research
- ▸model evaluation
- ▸educational ai
- ▸knowledge representation
HELM: Holistic Evaluation of Language Models
- ▸model comparison
- ▸risk assessment
- ▸model development
- ▸responsible ai
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