ChestX-ray14 Dataset: Performance Comparison with Confidence Intervals

Chong Liu published a performance comparison spreadsheet for the ChestX-ray14 Dataset on figshare in April 2026. The 5.5 KB Excel file likely contains statistical results comparing different methods or models. Confidence intervals are included for the reported performance metrics.

Use Cases

• Benchmarking AI model performance based on reported comparison metrics
• Evaluating statistical significance of results based on confidence intervals
• Comparing different methodologies applied to the ChestX-ray14 dataset

Strengths

• Includes 95% confidence intervals for reported performance metrics
• Published under a CC-BY-4.0 license for open sharing

Limitations

• Row count is unknown, which may limit suitability assessment
• Column-level documentation is absent; field semantics must be inferred after download

Provenance

Source

figshare

Freshness

Last updated 2026-04-24 17:35:34; freshness should be verified