Performance Metrics for Synthetic Data Generation Methods

Khorshed Alam published a dataset on figshare in April 2026. The dataset contains performance metrics for different synthetic data methods. The data is stored in an Excel file and is 5.5 KB in size.

Use Cases

• Benchmark synthetic data generation methods based on performance metrics.
• Compare the effectiveness of different synthetic data techniques.
• Select a synthetic data method for a project based on quantitative performance data.
• Validate the quality of synthetic data outputs using standardized metrics.

Strengths

• Data is openly licensed under CC-BY-4.0.
• File size is 5.5 KB, indicating a compact and focused dataset.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

figshare

Freshness

Last updated 2026-04-16 17:40:27; freshness should be verified.