NEU-DET Dataset: Comparison of Defect Detection Results

A 9.5 KB Excel file comparing defect detection results on the NEU-DET dataset. The dataset was authored by Jin Huang and last updated on May 12, 2026. It is shared under a CC-BY-4.0 license on figshare.

Use Cases

• Benchmarking defect detection algorithm performance based on the comparative results.
• Analyzing the effectiveness of different detection methods on the NEU-DET dataset.
• Validating new defect detection models against established results.

Strengths

• Dataset is small (9.5 KB), facilitating quick download and inspection.
• It has a clear, permissive license (CC-BY-4.0) for reuse.

Limitations

• Row count and column-level documentation are unknown, requiring manual inspection after download.
• The description metadata is limited to the title, offering no details on the specific metrics or methods compared.

Provenance

Source

figshare

Freshness

Last updated 2026-05-12 17:37:58; freshness should be verified.