# Traffic Speed Prediction on PEMS-BAY 60 min Source: [Traffic Speed Prediction on PEMS-BAY 60 min]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:48:55.308Z Evaluation of traffic speed prediction models using the PEMS-BAY dataset, specifically configured for the 60-minute prediction horizon. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Traffic speed prediction | | Dataset (including any stated split) | PEMS-BAY 60 min | | Metric | MAE | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 12 of 12 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [MAE](): Lower is better; unit: SCALAR. - [MAPE](): Lower is better; unit: PERCENT. - [RMSE](): Lower is better; unit: SCALAR. ## Recorded results | Method | MAE | Result date | Report paper | | --- | --- | --- | --- | | Graph WaveNet | 1.95 | Not recorded | 68fa65d51e209131cea0c8f9 | | DCRNN | 2.07 | Not recorded | 68fa65701e209131cea0a6d9 | | 3D-TGCN | 2.07 | Not recorded | 68fa65701e209131cea0a6d9 | | DCRNN | 2.07 | Not recorded | 68fa65d51e209131cea0c8f9 | | WaveNet | 2.35 | Not recorded | 68fa65d51e209131cea0c8f9 | | STGCN | 2.37 | Not recorded | 68fa65701e209131cea0a6d9 | | FC-LSTM | 2.37 | Not recorded | 68fa65d51e209131cea0c8f9 | | STGCN | 2.49 | Not recorded | 68fa65d51e209131cea0c8f9 | | FC-LSTM | 2.55 | Not recorded | 68fa65701e209131cea0a6d9 | | FNN | 2.88 | Not recorded | 68fa65701e209131cea0a6d9 | | SVR | 3.28 | Not recorded | 68fa65701e209131cea0a6d9 | | ARIMA | 3.38 | Not recorded | 68fa65d51e209131cea0c8f9 | ### Graph WaveNet MAE: 1.95. Result ID: 698cca8d8b517eb4331cc2fc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DCRNN MAE: 2.07. Result ID: 698cad868b517eb4331bffdc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### 3D-TGCN MAE: 2.07. Result ID: 698cad868b517eb4331bffdd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DCRNN MAE: 2.07. Result ID: 698cca8d8b517eb4331cc2fa. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### WaveNet MAE: 2.35. Result ID: 698cca8d8b517eb4331cc2f9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### STGCN MAE: 2.37. Result ID: 698cad868b517eb4331bffdb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FC-LSTM MAE: 2.37. Result ID: 698cca8d8b517eb4331cc2f8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### STGCN MAE: 2.49. Result ID: 698cca8d8b517eb4331cc2fb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FC-LSTM MAE: 2.55. Result ID: 698cad868b517eb4331bffda. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FNN MAE: 2.88. Result ID: 698cad868b517eb4331bffd9. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SVR MAE: 3.28. Result ID: 698cad868b517eb4331bffd8. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ARIMA MAE: 3.38. Result ID: 698cca8d8b517eb4331cc2f7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.