# Time Series Forecasting on Jackson MS (test) Source: [Time Series Forecasting on Jackson MS (test)]() Collection index: [llms.txt]() Data updated: 2026-04-20T06:53:51.576Z Evaluation of Time Series Forecasting performance on the test split of the Jackson MS dataset, measured using RMSE, MAE, R^2, and CC. 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 | Time Series Forecasting | | Dataset (including any stated split) | Jackson MS (test) | | Metric | RMSE | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 8 of 8 | | 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 - [RMSE](): Lower is better; unit: SCALAR. - [MAE](): Lower is better; unit: SCALAR. - [R^2](): Higher is better; unit: PERCENT. - [CC](): Higher is better; unit: SCALAR. ## Recorded results | Method | RMSE | Result date | Report paper | | --- | --- | --- | --- | | Diffcast-PhyDnet | 3.27 | Not recorded | 69e5b3037d0172140ec7df24 | | M3R | 3.28 | Not recorded | 69e5b3037d0172140ec7df24 | | AlphaPre | 3.35 | Not recorded | 69e5b3037d0172140ec7df24 | | DLinear | 3.49 | Not recorded | 69e5b3037d0172140ec7df24 | | iTransformer | 3.54 | Not recorded | 69e5b3037d0172140ec7df24 | | PatchTST | 3.56 | Not recorded | 69e5b3037d0172140ec7df24 | | Transformer | 3.68 | Not recorded | 69e5b3037d0172140ec7df24 | | Diffcast-SimVP | 4.14 | Not recorded | 69e5b3037d0172140ec7df24 | ### Diffcast-PhyDnet RMSE: 3.27. Result ID: 69e5cc9a47f34ce924cb6812. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### M3R RMSE: 3.28. Result ID: 69e5cc9a47f34ce924cb6814. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AlphaPre RMSE: 3.35. Result ID: 69e5cc9a47f34ce924cb6813. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DLinear RMSE: 3.49. Result ID: 69e5cc9a47f34ce924cb680e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### iTransformer RMSE: 3.54. Result ID: 69e5cc9a47f34ce924cb6810. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PatchTST RMSE: 3.56. Result ID: 69e5cc9a47f34ce924cb680f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Transformer RMSE: 3.68. Result ID: 69e5cc9a47f34ce924cb680d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Diffcast-SimVP RMSE: 4.14. Result ID: 69e5cc9a47f34ce924cb6811. [Reporting paper]() [Method origin paper]() 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.