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ResearchFormerly WizWand

Classification on RSNA Pneumonia (test)

0.9191AUC-ROCM&M
0.7971080.8287790.860450.892121Jul 23, 2024
Updated 8mo ago

Evaluation results

MethodLinks
M&MTraining Data Ratio=100%, Evaluation Protocol=fine-tuning2024.070.9191
M&MTraining Data Ratio=10%, Evaluation Protocol=fine-tuning2024.070.8944
MedKLIPTraining Data Ratio=100%, Evaluation Protocol=fine-tuning2024.070.8931
LOVTTraining Data Ratio=100%, Evaluation Protocol=fine-tuning2024.070.8927
PRIORTraining Data Ratio=100%, Evaluation Protocol=fine-tuning2024.070.8922
GLORIATraining Data Ratio=100%, Evaluation Protocol=fine-tuning2024.070.8913
BioViLTraining Data Ratio=100%, Evaluation Protocol=fine-tuning2024.070.8862
M&MTraining Data Ratio=1%, Evaluation Protocol=fine-tuning2024.070.8811
SimCLRTraining Data Ratio=100%, Evaluation Protocol=fine-tuning2024.070.8807
MedKLIPTraining Data Ratio=10%, Evaluation Protocol=fine-tuning2024.070.8799
MoCoTraining Data Ratio=100%, Evaluation Protocol=fine-tuning2024.070.879
ConVIRTTraining Data Ratio=100%, Evaluation Protocol=fine-tuning2024.070.8761
MedKLIPTraining Data Ratio=1%, Evaluation Protocol=fine-tuning2024.070.8731
PRIORTraining Data Ratio=10%, Evaluation Protocol=fine-tuning2024.070.8708
GLORIATraining Data Ratio=10%, Evaluation Protocol=fine-tuning2024.070.8683
LOVTTraining Data Ratio=10%, Evaluation Protocol=fine-tuning2024.070.8653
PRIORTraining Data Ratio=1%, Evaluation Protocol=fine-tuning2024.070.8574
ConVIRTTraining Data Ratio=10%, Evaluation Protocol=fine-tuning2024.070.8562
LOVTTraining Data Ratio=1%, Evaluation Protocol=fine-tuning2024.070.8551
BioViLTraining Data Ratio=10%, Evaluation Protocol=fine-tuning2024.070.8537
MoCoTraining Data Ratio=10%, Evaluation Protocol=fine-tuning2024.070.8522
SimCLRTraining Data Ratio=10%, Evaluation Protocol=fine-tuning2024.070.846
GLORIATraining Data Ratio=1%, Evaluation Protocol=fine-tuning2024.070.8412
ConVIRTTraining Data Ratio=1%, Evaluation Protocol=fine-tuning2024.070.8398
MoCoTraining Data Ratio=1%, Evaluation Protocol=fine-tuning2024.070.8233
BioViLTraining Data Ratio=1%, Evaluation Protocol=fine-tuning2024.070.8195
SimCLRTraining Data Ratio=1%, Evaluation Protocol=fine-tuning2024.070.8018