ResearchTasksPoint-level sequence classificationPoint-level sequence classificationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedHalfMonth-dataBig point-level sequence (val seed 42)1D-CNN99.92Overall Accuracy5Jun 18, 2026Monthly-data point-level sequence (val seed 42)1D-CNN98.73OA5Jun 18, 2026HalfMonth dataBig (point-level split)1D-CNN99.69OA3Jun 18, 2026