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Zero-shot Image Classification on PDC English Prompts

72.9AUCMed-UniC
43.98851.4945966.506May 31, 2023

Evaluation results

MethodLinks
Med-UniCZero-shot=true, Prompt Language=English, Disease-level annotations (Pre-training)=false2023.0572.942.6
GLoRIA-MIMICZero-shot=true, Prompt Language=English, Disease-level annotations (Pre-training)=false2023.0553.112.1
GLoRIAZero-shot=true, Prompt Language=English, Disease-level annotations (Pre-training)=false2023.0552.310.1
MedKILPZero-shot=true, Prompt Language=English, Disease-level annotations (Pre-training)=true2023.0550.528.7
MRMZero-shot=true, Prompt Language=English, Disease-level annotations (Pre-training)=false2023.0550.124.6
MGCAZero-shot=true, Prompt Language=English, Disease-level annotations (Pre-training)=true2023.0546.432.5
ConVIRTZero-shot=true, Prompt Language=English, Disease-level annotations (Pre-training)=false2023.0545.126.5