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Weather2K

Introduced by Xun Zhu et al. in Weather2K: A Multivariate Spatio-Temporal Benchmark Dataset for Meteorological Forecasting Based on Real-Time Observation Data from Ground Weather Stations21 Feb 2023 archive 2025-07-28

A multivariate spatio-temporal benchmark dataset for meteorological forecasting based on real-time observation data from ground weather stations.

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Benchmarks archive 2025-07-28

All 16 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.

First row (archive order)PaperCode
Time Series Forecasting Weather2K1786 (192) MoLE-RLinear MSE 0.581 Mixture-of-Linear-Experts for Long-term Time Series Forecasting rogerni/mole 2 Compare
Time Series Forecasting Weather2K1786 (720) MoLE-RLinear MSE 0.628 Mixture-of-Linear-Experts for Long-term Time Series Forecasting rogerni/mole 2 Compare
Time Series Forecasting Weather2K1786 (96) MoLE-DLinear MSE 0.535 Mixture-of-Linear-Experts for Long-term Time Series Forecasting rogerni/mole 2 Compare
Time Series Forecasting Weather2K850 (96) MoLE-RLinear MSE 0.471 Mixture-of-Linear-Experts for Long-term Time Series Forecasting rogerni/mole 2 Compare
Time Series Forecasting Weather2K114 (192) MoLE-DLinear MSE 0.405 Mixture-of-Linear-Experts for Long-term Time Series Forecasting rogerni/mole 1 Compare
Time Series Forecasting Weather2K114 (336) MoLE-DLinear MSE 0.415 Mixture-of-Linear-Experts for Long-term Time Series Forecasting rogerni/mole 1 Compare
Time Series Forecasting Weather2K114 (720) MoLE-DLinear MSE 0.425 Mixture-of-Linear-Experts for Long-term Time Series Forecasting rogerni/mole 1 Compare
Time Series Forecasting Weather2K114 (96) MoLE-DLinear MSE 0.391 Mixture-of-Linear-Experts for Long-term Time Series Forecasting rogerni/mole 1 Compare
Time Series Forecasting Weather2K1786 (336) MoLE-DLinear MSE 0.603 Mixture-of-Linear-Experts for Long-term Time Series Forecasting rogerni/mole 1 Compare
Time Series Forecasting Weather2K79 (192) MoLE-DLinear MSE 0.566 Mixture-of-Linear-Experts for Long-term Time Series Forecasting rogerni/mole 1 Compare
Time Series Forecasting Weather2K79 (336) MoLE-DLinear MSE 0.546 Mixture-of-Linear-Experts for Long-term Time Series Forecasting rogerni/mole 1 Compare
Time Series Forecasting Weather2K79 (720) MoLE-DLinear MSE 0.535 Mixture-of-Linear-Experts for Long-term Time Series Forecasting rogerni/mole 1 Compare
Time Series Forecasting Weather2K79 (96) MoLE-DLinear MSE 0.555 Mixture-of-Linear-Experts for Long-term Time Series Forecasting rogerni/mole 1 Compare
Time Series Forecasting Weather2K850 (192) MoLE-DLinear MSE 0.484 Mixture-of-Linear-Experts for Long-term Time Series Forecasting rogerni/mole 1 Compare
Time Series Forecasting Weather2K850 (336) MoLE-DLinear MSE 0.474 Mixture-of-Linear-Experts for Long-term Time Series Forecasting rogerni/mole 1 Compare
Time Series Forecasting Weather2K850 (720) MoLE-DLinear MSE 0.461 Mixture-of-Linear-Experts for Long-term Time Series Forecasting rogerni/mole 1 Compare

Papers archive 2025-07-28

1 shown of 1 paper 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 7. 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
Mixture-of-Linear-Experts for Long-term Time Series Forecasting 1 20 11 Dec 2023 ran 0 of 1 samples (1 unverified; 1 pointer-only for licence)

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

Time Series ForecastingWeather ForecastingSpatio-Temporal Forecasting

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

EnvironmentTime series

Languages archive 2025-07-28

EnglishChinese

Variants archive 2025-07-28

  • Weather2K850 (96)
  • Weather2K850 (720)
  • Weather2K850 (336)
  • Weather2K850 (192)
  • Weather2K79 (96)
  • Weather2K79 (720)
  • Weather2K79 (336)
  • Weather2K79 (192)
  • Weather2K1786 (96)
  • Weather2K1786 (720)
  • Weather2K1786 (336)
  • Weather2K1786 (192)
  • Weather2K114 (96)
  • Weather2K114 (720)
  • Weather2K114 (336)
  • Weather2K114 (192)
  • Weather2K

17 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