HIT-UAV Test Set Detection Performance Comparison

5.5 KB XLS file compares object detection model performance on the HIT-UAV test set. The data, authored by Linfeng Jia, was last updated in March 2026 and is licensed for open use under CC BY 4.0.

Use Cases

• Compare Yolo11n Baseline and Dpcnet model performance on the HIT-UAV test set for small object detection.
• Analyze metrics like Scale Consistency and Map to evaluate robustness across tiny target scales.
• Benchmark detection heads, including Decoupled Detection Head, using provided performance indicators.

Strengths

• Open CC BY 4.0 license facilitates academic and commercial use.
• Recent update in March 2026 suggests contemporary relevance.
• Focus on HIT-UAV test set provides a benchmark for drone-based object detection.

Limitations

• Tiny 5.5 KB scale indicates limited data, likely summary statistics only.
• Unknown row and column structure prevents assessment of granularity.
• Lack of sample data or column definitions obscures specific metrics available.

Provenance

Source

figshare, author Linfeng Jia.

Collection Method

Comparison of detection performance on a standardized test set.

Time Range

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Freshness

Last updated 2026-03 13.

Geography

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