OpenDC
Open Data Challenges
Tasks for comparing AI methods on shared neutrino-detector datasets.
Tasks
Public OpenDC index.
Browse planned and active tasks by detector type and method.
Search results: 5 tasks.
Foundation Model
Panoptic Segmentation
Segment detector hits by semantic particle class, particle instance, and interaction grouping.
active
Foundation Model
Event Completion
Reconstruct masked or missing detector activity from partial LArTPC event records using foundation model representations.
planned
Representation Learning
Cross-Detector Transfer
Measure whether learned detector representations transfer across experiments, detector geometries, and event modalities.
planned
Detector Reconstruction
Water Cherenkov Particle Identification
Classify particle identity from Water Cherenkov event displays using ring topology, timing, and light-pattern features.
planned
Detector Reconstruction
IceCube Neutrino Energy Regression
Estimate incoming neutrino energy from sparse optical-module observations and reconstructed event-level features.
planned