Compare
HELM: Holistic Evaluation of Language Models vs COCO Detection
Side-by-side comparison of HELM: Holistic Evaluation of Language Models (Benchmark) and COCO Detection (Benchmark).
Live Data← All Comparisons
87
Composite Score
HELM: Holistic Evaluation of Language Models
Benchmark · Stanford Center for Research on Foundation Models (CRFM)
80.2
Composite Score
COCO Detection
Benchmark · Lin et al. / Microsoft
Overall Winner
HELM: Holistic Evaluation of Language Models
HELM: Holistic Evaluation of Language Models wins 3 of 6 categories · COCO Detection wins 2 of 6 categories
Score Comparison
HELM: Holistic Evaluation of Language ModelsvsCOCO Detection
Composite
87:80.2
Adoption
85:95
Quality
90:90
Freshness
75:60
Citations
92:97
Engagement
80:0
Details
FieldHELM: Holistic Evaluation of Language ModelsCOCO Detection
TypeBenchmarkBenchmark
ProviderStanford Center for Research on Foundation Models (CRFM)Lin et al. / Microsoft
Versionv2.02017
Categoryai-benchmarkscomputer-vision
Pricingfreeopen-source
LicenseApache 2.0CC BY 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.COCO Detection is the standard benchmark for object detection and instance segmentation, featuring 330,000 images with over 1.5 million annotated instances across 80 object categories. Mean Average Precision (mAP) at various IoU thresholds is the primary metric.
Capabilities
Only HELM: Holistic Evaluation of Language Models
language-understandingtext-generationreasoningknowledge-retrieval
Shared
None
Only COCO Detection
evaluationobject-detectioninstance-segmentation
Tags
Only HELM: Holistic Evaluation of Language Models
language-modelsevaluationholistictruthfulnessfairnessrobustness
Shared
None
Only COCO Detection
object-detectioninstance-segmentationvisionmapcoco
Use Cases
HELM: Holistic Evaluation of Language Models
- ▸model comparison
- ▸risk assessment
- ▸model development
- ▸responsible ai
COCO Detection
- ▸model evaluation
- ▸computer vision
- ▸robotics
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