Fig. 5. Subgroup analysis of drug label classification accuracy in real-world operating room environments.

Classification performance of syringe and vial label classifiers across a different anesthesiology providers b different objects in the background and c whether the providers wore gloves. Numbers above each bar indicate the number of videos that were annotated in that scenario.