Compare
HumanEval vs HELM: Holistic Evaluation of Language Models
Side-by-side comparison of HumanEval (Benchmark) and HELM: Holistic Evaluation of Language Models (Benchmark).
Live Data← All Comparisons
78.4
Composite Score
HumanEval
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
HumanEval wins 2 of 6 categories · HELM: Holistic Evaluation of Language Models wins 4 of 6 categories
Score Comparison
HumanEvalvsHELM: Holistic Evaluation of Language Models
Composite
78.4:87
Adoption
94:85
Quality
84:90
Freshness
72:75
Citations
96:92
Engagement
0:80
Details
FieldHumanEvalHELM: Holistic Evaluation of Language Models
TypeBenchmarkBenchmark
ProviderOpenAIStanford Center for Research on Foundation Models (CRFM)
Version1.0v2.0
Categoryai-codeai-benchmarks
Pricingopen-sourcefree
LicenseMITApache 2.0
DescriptionHand-written Python programming problems with function signatures, docstrings, and test cases for evaluating code generation. Each problem requires implementing a function that passes a set of unit tests, measuring functional correctness rather than textual similarity.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 HumanEval
model-evaluationcode-generation-testingfunctional-correctness-assessment
Shared
None
Only HELM: Holistic Evaluation of Language Models
language-understandingtext-generationreasoningknowledge-retrieval
Integrations
Only HumanEval
lm-eval-harness
Shared
None
Only HELM: Holistic Evaluation of Language Models
None
Tags
Only HumanEval
benchmarkcodingpythonfunction-generation
Shared
evaluation
Only HELM: Holistic Evaluation of Language Models
language-modelsholistictruthfulnessfairnessrobustness
Use Cases
HumanEval
- ▸code model comparison
- ▸coding ability assessment
- ▸research
HELM: Holistic Evaluation of Language Models
- ▸model comparison
- ▸risk assessment
- ▸model development
- ▸responsible ai
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