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Metadata recovery and validation research benchmarks · SOTA2 Research

Metadata recovery and validation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Croissant Baker

51Baking Success Rate

1

May 15, 2026

Paired DICOM/NIfTI (val)

Croissant Baker

48DICOM Tag Resolution Rate

1

May 15, 2026

FHIR (SMART Health IT)

Croissant Baker

397Strict Type Match Rate

1

May 15, 2026

Croissant Baker

55RecordSet Name Recovery Rate

1

May 15, 2026

OpenReview primary-area buckets NeurIPS 2025 (cross-domain)

Croissant Baker

97.9Semantic Type Agreement

1

May 15, 2026

Popular datasets

OpenReview Open Targets FHIR Paired DICOM/NIfTI OpenNeuro

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