MiDaS (DPT) Model Performance on Pothole Depth Estimation

MiDaS (DPT) model performance data for pothole depth estimation is available in a 5.5 KB XLS file. Waqar Rauf Butt authored this dataset, which was last updated on May 8, 2026. The dataset's specific row count and column details are not provided in the metadata.

Use Cases

• Benchmarking depth estimation models based on performance metrics for potholes.
• Analyzing model error patterns in depth prediction for road surface defects.
• Comparing the proposed MiDaS (DPT) architecture against other methods for a specific application.

Strengths

• Dataset is small (5.5 KB), facilitating quick download and inspection.
• Released under a permissive CC-BY-4.0 license, allowing for broad reuse.

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 2026-05-08 17:54:11; freshness should be verified.