METR-LA and PEMS-BAY: Benchmark Model Performance Comparison

Pei Shi published a performance comparison of benchmark models on two traffic datasets. The 9.5 KB XLS file contains results for METR-LA and PEMS-BAY. It was last updated on June 4, 2026.

Use Cases

• Compare model accuracy on traffic datasets based on the performance metrics likely included.
• Benchmark new traffic prediction algorithms against established models using the provided results.
• Select a model for deployment based on its relative performance on the METR-LA and PEMS-BAY datasets.

Strengths

• File size is 9.5 KB, indicating a compact and focused set of results.
• License is CC-BY-4.0, permitting open sharing and adaptation.
• Last updated date is explicitly provided as 2026-06-04 17:36:35.

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 2026-06-04 17:36:35; freshness should be verified.