Object Detection on RSNA Pneumonia (test)
24.9mAPMGCA
Evaluation Results
| Method | Links | |
|---|---|---|
| MGCATraining data percentage=100%, Detection framework=YOLOv3, Backbone=ResNet-50, Fine-tuning protocol=Frozen backbone2022.10 | 24.9 | |
| GLoRIA-MIMICTraining data percentage=100%, Detection framework=YOLOv3, Backbone=ResNet-50, Fine-tuning protocol=Frozen backbone2022.10 | 24.8 | |
| GLoRIATraining data percentage=100%, Detection framework=YOLOv3, Backbone=ResNet-50, Fine-tuning protocol=Frozen backbone2022.10 | 18.8 | |
| ConVIRTTraining data percentage=100%, Detection framework=YOLOv3, Backbone=ResNet-50, Fine-tuning protocol=Frozen backbone2022.10 | 17.9 | |
| MGCATraining data percentage=10%, Detection framework=YOLOv3, Backbone=ResNet-50, Fine-tuning protocol=Frozen backbone2022.10 | 16.8 | |
| GLoRIA-MIMICTraining data percentage=10%, Detection framework=YOLOv3, Backbone=ResNet-50, Fine-tuning protocol=Frozen backbone2022.10 | 16.1 | |
| ImageNetTraining data percentage=100%, Detection framework=YOLOv3, Backbone=ResNet-50, Fine-tuning protocol=Frozen backbone2022.10 | 15.7 | |
| ConVIRTTraining data percentage=10%, Detection framework=YOLOv3, Backbone=ResNet-50, Fine-tuning protocol=Frozen backbone2022.10 | 15.6 | |
| GLoRIATraining data percentage=10%, Detection framework=YOLOv3, Backbone=ResNet-50, Fine-tuning protocol=Frozen backbone2022.10 | 14.8 | |
| MGCATraining data percentage=1%, Detection framework=YOLOv3, Backbone=ResNet-50, Fine-tuning protocol=Frozen backbone2022.10 | 12.9 | |
| GLoRIA-MIMICTraining data percentage=1%, Detection framework=YOLOv3, Backbone=ResNet-50, Fine-tuning protocol=Frozen backbone2022.10 | 11.6 | |
| GLoRIATraining data percentage=1%, Detection framework=YOLOv3, Backbone=ResNet-50, Fine-tuning protocol=Frozen backbone2022.10 | 9.8 | |
| RandomTraining data percentage=100%, Detection framework=YOLOv3, Backbone=ResNet-50, Fine-tuning protocol=Frozen backbone2022.10 | 8.9 | |
| ConVIRTTraining data percentage=1%, Detection framework=YOLOv3, Backbone=ResNet-50, Fine-tuning protocol=Frozen backbone2022.10 | 8.2 | |
| ImageNetTraining data percentage=10%, Detection framework=YOLOv3, Backbone=ResNet-50, Fine-tuning protocol=Frozen backbone2022.10 | 8 | |
| RandomTraining data percentage=10%, Detection framework=YOLOv3, Backbone=ResNet-50, Fine-tuning protocol=Frozen backbone2022.10 | 4 | |
| ImageNetTraining data percentage=1%, Detection framework=YOLOv3, Backbone=ResNet-50, Fine-tuning protocol=Frozen backbone2022.10 | 3.6 | |
| RandomTraining data percentage=1%, Detection framework=YOLOv3, Backbone=ResNet-50, Fine-tuning protocol=Frozen backbone2022.10 | 1 |