Fastener Detection Model Performance Comparison in Excel Format

Xiaocui Yuan's dataset compares the detection performance of different models for fasteners. The 5.5 KB Excel file was last updated on May 22, 2026. It is shared under a CC-BY-4.0 license on the figshare platform.

Use Cases

• Benchmarking object detection models based on fastener detection performance.
• Selecting a model for industrial inspection tasks based on comparative metrics.
• Analyzing the trade-offs between different detection architectures for a specific object class.

Strengths

• Dataset is small (5.5 KB), facilitating quick download and inspection.
• Explicitly licensed under CC-BY-4.0, allowing for reuse with attribution.
• Last update date (2026-05-22) is provided, indicating recent maintenance.

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

Xiaocui Yuan via figshare

Collection Method

Likely compiled from experimental results or model evaluations.

Time Range

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Freshness

Last updated 2026-05-22 17:40:50; freshness should be verified.

Geography

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