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ResearchFormerly WizWand

Image Classification on Biomedical Datasets Average (test)

72.42AccuracyBiomedCoOp
40.835249.035157.23565.4349Nov 21, 2024
Updated 8mo ago

Evaluation results

MethodLinks
BiomedCoOpK (Number of Shots)=162024.1172.42
XCoOpK (Number of Shots)=16, Backbone=BiomedCLIP2024.1171.04
DCPL*K (Number of Shots)=16, Backbone=BiomedCLIP2024.1168.79
BiomedCoOpK (Number of Shots)=82024.1168.32
XCoOpK (Number of Shots)=8, Backbone=BiomedCLIP2024.1166.37
BiomedCoOpK (Number of Shots)=42024.1163.95
DCPL*K (Number of Shots)=8, Backbone=BiomedCLIP2024.1162.85
XCoOpK (Number of Shots)=4, Backbone=BiomedCLIP2024.1160.87
BiomedCoOpK (Number of Shots)=22024.1159.13
BiomedCoOpK (Number of Shots)=12024.1157.03
DCPL*K (Number of Shots)=4, Backbone=BiomedCLIP2024.1156.62
XCoOpK (Number of Shots)=2, Backbone=BiomedCLIP2024.1155.39
BiomedCLIP + Selectionzero-shot=true, selection=true2024.1153.72
XCoOpK (Number of Shots)=1, Backbone=BiomedCLIP2024.1152.5
BiomedCLIP + Ensemblezero-shot=true, ensemble=true2024.1152.27
DCPL*K (Number of Shots)=2, Backbone=BiomedCLIP2024.1151.65
DCPL*K (Number of Shots)=1, Backbone=BiomedCLIP2024.1145.65
BiomedCLIPzero-shot=true2024.1142.05