WEATHER-5K: A Large-scale Global Station Weather Dataset Towards Comprehensive Time-series Forecasting Benchmark

This work presents the WEATHER-5K dataset, a comprehensive collection of data from 5,672 weather stations worldwide, spanning a 10-year period with one-hour intervals, which can serve as a benchmark for comprehensively evaluating existing well-known forecasting models.