ResearchTasksSolar irradiance forecastingSolar irradiance forecastingFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedNREL data (0-4 hours)IST91.452MAE10Jun 5, 2026Daytime solar irradiance 4-hour ahead (test)Chronos+Transformer91.4PICP8Apr 21, 2026Daytime solar irradiance 2-hour ahead (test)Chronos+LSTM91PICP8Apr 21, 2026Daytime solar irradiance 1-hour ahead (test)LSTM91.1PICP8Apr 21, 2026Daytime solar irradiance 15-minute ahead (test)Transformer92.3PICP8Apr 21, 2026Independent 2020–2024 (Stress-Test)TLMN v318.31RMSE (Wh/m²)6Apr 15, 2026