Open dataset challenges

A compact registry of benchmark tasks. Each record links to a generated challenge page, with shared definitions in Docs and dataset details in the Data Hub.

FM-PANO-SEGDraftFoundation ModelPanoptic segmentationSegment detector hits by particle class, particle instance, and interaction group using the public LArTPC foundation model dataset.DatasetLArTPC FM v1MetricARI

FM-EVENT-COMPPlannedFoundation ModelEvent completionReconstruct masked or missing detector activity from partial LArTPC event records using foundation model representations.DatasetLArTPC FM v1MetricMHR

REP-XDETBacklogRepresentation LearningCross-detector transferMeasure whether learned detector representations transfer across experiments, detector geometries, and event modalities.DatasetMulti-sourceMetricLPS