PEMS04 and PEMS08: Traffic Prediction Benchmark Performance

5.5 KB Excel file comparing benchmark model performance on the PEMS04 and PEMS08 traffic datasets. The dataset was authored by Pei Shi and last updated on June 4, 2026. It is shared under a CC-BY-4.0 license.

Use Cases

• Benchmarking new traffic prediction models against established baselines based on the described performance comparison.
• Analyzing the relative effectiveness of different model architectures for traffic forecasting tasks.
• Selecting a suitable model for deployment based on comparative performance metrics on known datasets.

Strengths

• File size is precisely 5.5 KB, indicating a focused and manageable dataset.
• License is explicitly stated as CC-BY-4.0, which is a permissive open license.
• Last update date is precisely recorded as 2026-06-04 17:36:36.

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 17:36:36; freshness should be verified.