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ResearchFormerly WizWand

Object Detection on RSNA Pneumonia (test)

24.9mAPMGCA
0.0446.49712.9519.403Oct 12, 2022
Updated 8mo ago

Evaluation results

MethodLinks
MGCATraining data percentage=100%, Detection framework=YOLOv3, Backbone=ResNet-50, Fine-tuning protocol=Frozen backbone2022.1024.9
GLoRIA-MIMICTraining data percentage=100%, Detection framework=YOLOv3, Backbone=ResNet-50, Fine-tuning protocol=Frozen backbone2022.1024.8
GLoRIATraining data percentage=100%, Detection framework=YOLOv3, Backbone=ResNet-50, Fine-tuning protocol=Frozen backbone2022.1018.8
ConVIRTTraining data percentage=100%, Detection framework=YOLOv3, Backbone=ResNet-50, Fine-tuning protocol=Frozen backbone2022.1017.9
MGCATraining data percentage=10%, Detection framework=YOLOv3, Backbone=ResNet-50, Fine-tuning protocol=Frozen backbone2022.1016.8
GLoRIA-MIMICTraining data percentage=10%, Detection framework=YOLOv3, Backbone=ResNet-50, Fine-tuning protocol=Frozen backbone2022.1016.1
ImageNetTraining data percentage=100%, Detection framework=YOLOv3, Backbone=ResNet-50, Fine-tuning protocol=Frozen backbone2022.1015.7
ConVIRTTraining data percentage=10%, Detection framework=YOLOv3, Backbone=ResNet-50, Fine-tuning protocol=Frozen backbone2022.1015.6
GLoRIATraining data percentage=10%, Detection framework=YOLOv3, Backbone=ResNet-50, Fine-tuning protocol=Frozen backbone2022.1014.8
MGCATraining data percentage=1%, Detection framework=YOLOv3, Backbone=ResNet-50, Fine-tuning protocol=Frozen backbone2022.1012.9
GLoRIA-MIMICTraining data percentage=1%, Detection framework=YOLOv3, Backbone=ResNet-50, Fine-tuning protocol=Frozen backbone2022.1011.6
GLoRIATraining data percentage=1%, Detection framework=YOLOv3, Backbone=ResNet-50, Fine-tuning protocol=Frozen backbone2022.109.8
RandomTraining data percentage=100%, Detection framework=YOLOv3, Backbone=ResNet-50, Fine-tuning protocol=Frozen backbone2022.108.9
ConVIRTTraining data percentage=1%, Detection framework=YOLOv3, Backbone=ResNet-50, Fine-tuning protocol=Frozen backbone2022.108.2
ImageNetTraining data percentage=10%, Detection framework=YOLOv3, Backbone=ResNet-50, Fine-tuning protocol=Frozen backbone2022.108
RandomTraining data percentage=10%, Detection framework=YOLOv3, Backbone=ResNet-50, Fine-tuning protocol=Frozen backbone2022.104
ImageNetTraining data percentage=1%, Detection framework=YOLOv3, Backbone=ResNet-50, Fine-tuning protocol=Frozen backbone2022.103.6
RandomTraining data percentage=1%, Detection framework=YOLOv3, Backbone=ResNet-50, Fine-tuning protocol=Frozen backbone2022.101