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1 result for “DCV-ROOD”

DCV-ROOD Evaluation Framework: Dual Cross-Validation for Robust Out-of-Distribution Detectioncs.LG

Proposes DCV-ROOD framework for robust OOD detection evaluation.

problem Ensuring reliable OOD detection methods under diverse conditions.

method Dual Cross-Validation (DCV) adapted for OOD detection evaluation.

result Demonstrates fast convergence to true performance of OOD detection methods.

OOD detection robust evaluation DCV-ROOD cross-validation out-of-distribution

2025-09-06abs ↗pdf ↗