COVID-19 Diagnosis on COVIDx CXR-3

Metric: Per-Class Accuracy (higher is better)

LeaderboardDataset

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#	Model↕	Per-Class Accuracy▼	Extra Data	Paper	Date↕	Code
1	SS-CXR	98.25	No	SPCXR: Self-supervised Pretraining using Chest X...	2022-11-23	-
2	DenseNet-169	98.15	No	SPCXR: Self-supervised Pretraining using Chest X...	2022-11-23	-
3	EfficientNet-B2	97.6	No	SPCXR: Self-supervised Pretraining using Chest X...	2022-11-23	-
4	Inception Resnet V2	97.55	No	SPCXR: Self-supervised Pretraining using Chest X...	2022-11-23	-
5	Inception ResNet	97.5	No	SPCXR: Self-supervised Pretraining using Chest X...	2022-11-23	-
6	DenseNet-121	96.5	No	SPCXR: Self-supervised Pretraining using Chest X...	2022-11-23	-
7	ViT-S	89.25	No	SPCXR: Self-supervised Pretraining using Chest X...	2022-11-23	-

#1SS-CXRSOTA
98.25
Per-Class Accuracy· 2022-11-23
SPCXR: Self-supervised Pretraining using Chest X-rays Towards a Domain Specific Foundation Model
#2DenseNet-169
98.15
Per-Class Accuracy· 2022-11-23
SPCXR: Self-supervised Pretraining using Chest X-rays Towards a Domain Specific Foundation Model
#3EfficientNet-B2
97.6
Per-Class Accuracy· 2022-11-23
SPCXR: Self-supervised Pretraining using Chest X-rays Towards a Domain Specific Foundation Model
#4Inception Resnet V2
97.55
Per-Class Accuracy· 2022-11-23
SPCXR: Self-supervised Pretraining using Chest X-rays Towards a Domain Specific Foundation Model
#5Inception ResNet
97.5
Per-Class Accuracy· 2022-11-23
SPCXR: Self-supervised Pretraining using Chest X-rays Towards a Domain Specific Foundation Model
#6DenseNet-121
96.5
Per-Class Accuracy· 2022-11-23
SPCXR: Self-supervised Pretraining using Chest X-rays Towards a Domain Specific Foundation Model
#7ViT-S
89.25
Per-Class Accuracy· 2022-11-23
SPCXR: Self-supervised Pretraining using Chest X-rays Towards a Domain Specific Foundation Model