Current OpenDC records are planned or active, with task shape separated from leaderboard claims.

Panoptic segmentation: hit-level particle type, particle instances, and event grouping for LArTPC images.

Event completion: masked detector-activity recovery for foundation-model representations.

Cross-detector transfer: learned detector representations across experiments and detector geometries.