MET-POSE uses metamorphic rules to test pose-estimation systems without ground-truth labels, and on Mediapipe Holistic it detects faults at similar or higher rates than classic labeled testing.
The dark side of dataset scaling: Evaluating racial classification in multimodal models,
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Metamorphic Testing for Pose Estimation Systems
MET-POSE uses metamorphic rules to test pose-estimation systems without ground-truth labels, and on Mediapipe Holistic it detects faults at similar or higher rates than classic labeled testing.