YOLOv8s Predictions: Tabulated Detection Results for Model Assessment

78.8 KB of tabulated detection results generated by the YOLOv8 small (YOLOv8s) architecture. The dataset is used to assess the real-time performance and precision of the model and was authored by Lin Lin. It was last updated on 2026-05-07.

Use Cases

• Benchmarking real-time inference performance based on the described detection results.
• Analyzing model precision and error patterns based on the tabulated predictions.
• Comparing detection architectures using the provided YOLOv8s output data.
• Validating object detection metrics for real-time applications.

Strengths

• Dataset is 78.8 KB, facilitating quick download and inspection.
• Released under a permissive CC-BY-4.0 license for broad reuse.
• Specifically contains predictions from the YOLOv8s architecture, a known model variant.

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

Lin Lin via figshare

Collection Method

Generated by the YOLOv8s model architecture.

Time Range

null

Freshness

Last updated 2026-05-07 18:00:05; freshness should be verified.

Geography

null