ContextShift: A Controlled Benchmark for Context Dependence in Object Detection

Dan Zlotnikov, Alex Lazarovich, Ohad Ben-Shahar

Modern object detectors achieve strong performance on standard benchmarks, yet their robustness to contextual variation remains insufficiently understood. Prior evaluations largely…