ResearchTasksCold-start POI check-in forecastingFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedWest region datasetCausalPOI6.17RMSE15Jun 5, 2026South region datasetCausalPOI5.88RMSE15Jun 5, 2026Midwest region datasetCausalPOI5.87RMSE15Jun 5, 2026Northeast region datasetCausalPOI5.36RMSE15Jun 5, 2026