MS-YOLOv11 Ablation Study Results on Rooftop Photovoltaic Dataset

5.5 KB of tabular results from an ablation study evaluating the MS-YOLOv11 object detection model on a rooftop photovoltaic dataset. The data is stored in an XLS file and was authored by Jiajun Zhu, last updated on May 6, 2026. The dataset is licensed under CC-BY-4.0.

Use Cases

• Compare model performance metrics based on ablation study results
• Evaluate the impact of architectural changes on rooftop photovoltaic detection
• Benchmark the MS-YOLOv11 model against other object detection approaches

Strengths

• Dataset is openly licensed under CC-BY-4.0.
• File size is 5.5 KB, indicating a compact and focused set of results.

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 2026-05-06 17:27:38; freshness should be verified.