ResearchTasksTotal Load ForecastingFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedREFIT Real-world (test)TSMixer-R88.86NRMSE4Jun 4, 2026NEST Real-world (test)LSTM-R95.169NRMSE4Jun 4, 2026IDEAL Real-world (test)TSMixer-R92.272NRMSE4Jun 4, 2026HEAPO Real-world (test)TSMixer-R75.595NRMSE4Jun 4, 2026Smart Home Energy Forecasting Dataset (leave-one-split-out)TSMixer-R42.892State NRMSE4Jun 4, 2026