Preprint Open access
CytoSPM: Open-Vocabulary Cytopathology Detection with Structured Prompt Bank
Cytopathology detection requires open-vocabulary recognition because cellular categories are fine-grained, long-tailed, and continuously evolving across different organ systems. However, existing cytology detectors are mostly single-domain and closed-set, and there is still no unified benchmark for evaluating open-voca …