Compare
GSM8K vs HELM: Holistic Evaluation of Language Models
Side-by-side comparison of GSM8K (Benchmark) and HELM: Holistic Evaluation of Language Models (Benchmark).
Live Data← All Comparisons
75.7
Composite Score
GSM8K
Benchmark · OpenAI
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
GSM8K wins 1 of 6 categories · HELM: Holistic Evaluation of Language Models wins 5 of 6 categories
Score Comparison
GSM8KvsHELM: Holistic Evaluation of Language Models
Composite
75.7:87
Adoption
92:85
Quality
82:90
Freshness
70:75
Citations
90:92
Engagement
0:80
Details
FieldGSM8KHELM: Holistic Evaluation of Language Models
TypeBenchmarkBenchmark
ProviderOpenAIStanford Center for Research on Foundation Models (CRFM)
Version1.0v2.0
Categoryllmsai-benchmarks
Pricingopen-sourcefree
LicenseMITApache 2.0
DescriptionGrade School Math 8K benchmark with 8,500 linguistically diverse grade school math word problems requiring 2-8 step reasoning. Tests basic mathematical reasoning and arithmetic with problems that require sequential multi-step solutions.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 GSM8K
model-evaluationmath-reasoning-testingstep-by-step-evaluation
Shared
None
Only HELM: Holistic Evaluation of Language Models
language-understandingtext-generationreasoningknowledge-retrieval
Integrations
Only GSM8K
lm-eval-harness
Shared
None
Only HELM: Holistic Evaluation of Language Models
None
Tags
Only GSM8K
benchmarkmathgrade-schoolreasoning
Shared
evaluation
Only HELM: Holistic Evaluation of Language Models
language-modelsholistictruthfulnessfairnessrobustness
Use Cases
GSM8K
- ▸math ability testing
- ▸reasoning evaluation
- ▸model comparison
HELM: Holistic Evaluation of Language Models
- ▸model comparison
- ▸risk assessment
- ▸model development
- ▸responsible ai
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