Limitations of Related Work in Depth Estimation and Pothole Detection

Waqar Rauf Butt authored this 9.5 KB dataset, cataloging limitations in related work for depth estimation and pothole detection. It was last updated on May 8, 2026, and is shared under a CC-BY-4.0 license on figshare. The dataset is stored in an XLS file format.

Use Cases

• Surveying methodological gaps in depth estimation based on the described limitations.
• Identifying research challenges for pothole detection systems based on the described limitations.
• Benchmarking new computer vision models against documented prior work shortcomings.

Strengths

• Dataset is openly licensed under CC-BY-4.0, permitting reuse and modification.
• File size is precisely 9.5 KB, indicating a concise and focused collection.

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

Waqar Rauf Butt via figshare

Freshness

Last updated 2026-05-08 17:54:10; freshness should be verified.