Ablation Study Results for waveMamba-YOLO Under Varying Lighting

Featuring results from an ablation study of the waveMamba-YOLO object detection framework under different lighting conditions. The data is stored in an XLS file sized 5.5 KB. It was authored by Aping Ge and last updated in March 2026.

Use Cases

• Analyze the impact of lighting conditions on detection accuracy metrics from the ablation study.
• Compare the performance of the Frequency Aware Mamba Module under different experimental settings.
• Evaluate the trade-off between detection accuracy and computational cost reported in the results.

Strengths

• Data is shared under a permissive CC BY 4.0 license.
• The study explicitly tests performance under diverse lighting conditions.
• Results are recent, with a last update in March 2026.

Limitations

• The dataset is very small at 5.5 KB, indicating limited scope and sample size.
• No column definitions or sample data are provided, making structure and content unclear.
• The specific row count, features, and numerical results are unknown.

Provenance

Source

figshare

Collection Method

Results from an ablation study of the waveMamba-YOLO framework.

Freshness

Last updated 2026-03-20.