Compare
MATH vs HELM: Holistic Evaluation of Language Models
Side-by-side comparison of MATH (Benchmark) and HELM: Holistic Evaluation of Language Models (Benchmark).
Live Data← All Comparisons
74.4
Composite Score
MATH
Benchmark · UC Berkeley
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
MATH wins 1 of 6 categories · HELM: Holistic Evaluation of Language Models wins 5 of 6 categories
Score Comparison
MATHvsHELM: Holistic Evaluation of Language Models
Composite
74.4:87
Adoption
88:85
Quality
86:90
Freshness
74:75
Citations
88:92
Engagement
0:80
Details
FieldMATHHELM: Holistic Evaluation of Language Models
TypeBenchmarkBenchmark
ProviderUC BerkeleyStanford Center for Research on Foundation Models (CRFM)
Version1.0v2.0
Categoryllmsai-benchmarks
Pricingopen-sourcefree
LicenseMITApache 2.0
DescriptionCollection of 12,500 competition mathematics problems from AMC, AIME, and other math competitions covering algebra, geometry, number theory, combinatorics, and more. Problems require multi-step reasoning and mathematical insight beyond pattern matching.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 MATH
model-evaluationcompetition-math-testingadvanced-reasoning-assessment
Shared
None
Only HELM: Holistic Evaluation of Language Models
language-understandingtext-generationreasoningknowledge-retrieval
Integrations
Only MATH
lm-eval-harness
Shared
None
Only HELM: Holistic Evaluation of Language Models
None
Tags
Only MATH
benchmarkmathematicscompetitionreasoning
Shared
evaluation
Only HELM: Holistic Evaluation of Language Models
language-modelsholistictruthfulnessfairnessrobustness
Use Cases
MATH
- ▸mathematical reasoning evaluation
- ▸frontier model comparison
- ▸research
HELM: Holistic Evaluation of Language Models
- ▸model comparison
- ▸risk assessment
- ▸model development
- ▸responsible ai
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