Covid/non-covid classification on RSNA and RICORD CXR (test)
98.25AccuracySS-CXR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SS-CXRLearning Paradigm=SSL2022.11 | 98.25 | 100 | |
| DenseNet-169Learning Paradigm=Supervised, Pre-training=None2022.11 | 98.15 | 97 | |
| EfficientNet-B2Learning Paradigm=Supervised, Pre-training=None2022.11 | 97.6 | 96 | |
| InceptionResnet-V2Learning Paradigm=Supervised, Pre-training=None2022.11 | 97.55 | 95.9 | |
| Inception-V3Learning Paradigm=Supervised, Pre-training=None2022.11 | 97.5 | 95.2 | |
| VGG-16Learning Paradigm=Supervised, Pre-training=None2022.11 | 97.5 | 95 | |
| DenseNet-121Learning Paradigm=Supervised, Pre-training Dataset=CXR2022.11 | 96.5 | 93.5 | |
| ResNet50-V2Learning Paradigm=Supervised, Pre-training Dataset=BiT-M2022.11 | 96.5 | 93 | |
| Covid-NetLearning Paradigm=Supervised, Pre-training Dataset=CXR-22022.11 | 96.3 | 95.5 | |
| VGG-19Learning Paradigm=Supervised, Pre-training Dataset=ImageNet2022.11 | 96.25 | 92.5 | |
| ViT-SLearning Paradigm=SSL2022.11 | 89.25 | 97.5 | |
| Thoracic RadiologistLearning Paradigm=Human Baseline2022.11 | 64.373 | 64.5 |