Datasets › Weather

Weather (Max-Planck-Institut Weather Dataset for Long-term Time Series Forecasting)

archive 2025-07-28

Weather is recorded every 10 minutes for the 2020 whole year, which contains 21 meteorological indicators, such as air temperature, humidity, etc. The dataset in CSV format can be downloaded at https://drive.google.com/file/d/1Tc7GeVN7DLEl-RAs-JVwG9yFMf--S8dy/view?usp=share_link.

Benchmarks archive 2025-07-28

All 9 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

Papers archive 2025-07-28

13 shown of 13 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 31. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting 0 1 31 Jan 2025 not harvested
Bridging Simplicity and Sophistication using GLinear: A Novel Architecture for Enhanced Time Series Prediction 1 4 2 Jan 2025 not harvested
xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition 1 4 23 Dec 2024 not harvested
Disentangled Interpretable Representation for Efficient Long-term Time Series Forecasting 1 4 26 Nov 2024 not harvested
PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting 1 4 20 Aug 2024 ran 2 of 2 samples (0 unverified)
Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecasting 2 4 10 May 2024 not harvested
Mixture-of-Linear-Experts for Long-term Time Series Forecasting 1 5 11 Dec 2023 ran 0 of 1 samples (1 unverified; 1 pointer-only for licence)
SegRNN: Segment Recurrent Neural Network for Long-Term Time Series Forecasting 4 4 22 Aug 2023 not harvested
TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting 1 4 14 Jun 2023 ran 0 of 8 samples (8 unverified)
Disentangling Structured Components: Towards Adaptive, Interpretable and Scalable Time Series Forecasting 1 2 22 May 2023 ran 5 of 10 samples (5 unverified)
Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping 1 8 18 May 2023 ran 0 of 2 samples (2 unverified; 2 pointer-only for licence)
A Time Series is Worth 64 Words: Long-term Forecasting with Transformers 8 4 27 Nov 2022 ran 7 of 30 samples (23 unverified)
Are Transformers Effective for Time Series Forecasting? 10 4 26 May 2022 ran 13 of 19 samples (6 unverified; 13 pointer-only for licence)

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

No modality tagged.

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • Weather (96)
  • Weather
  • Weather (192)
  • Weather (336)
  • Weather (720)

5 variant names, as the archive lists them.

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections