SOTAVerified|Agents Browse Leaderboard About

COVID-19 Diagnosis

Covid-19 Diagnosis is the task of diagnosing the presence of COVID-19 in an individual with machine learning.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 191–200 of 211 papers

Title	Date	Tasks	Status	Hype
MiniSeg: An Extremely Minimum Network for Efficient COVID-19 Segmentation	Apr 21, 2020	Computational EfficiencyCOVID-19 Diagnosis	CodeCode Available	1
Augmented Curation of Unstructured Clinical Notes from a Massive EHR System Reveals Specific Phenotypic Signature of Impending COVID-19 Diagnosis	Apr 17, 2020	COVID-19 DiagnosisDiagnostic	—Unverified	0
Sample-Efficient Deep Learning for COVID-19 Diagnosis Based on CT Scans	Apr 17, 2020	COVID-19 DiagnosisSelf-Supervised Learning	—Unverified	0
Iteratively Pruned Deep Learning Ensembles for COVID-19 Detection in Chest X-rays	Apr 16, 2020	COVID-19 DiagnosisEnsemble Learning	—Unverified	0
Radiologist-Level COVID-19 Detection Using CT Scans with Detail-Oriented Capsule Networks	Apr 16, 2020	Computed Tomography (CT)COVID-19 Diagnosis	CodeCode Available	0
JCS: An Explainable COVID-19 Diagnosis System by Joint Classification and Segmentation	Apr 15, 2020	COVID-19 DiagnosisDiagnostic	CodeCode Available	1
Deep Learning COVID-19 Features on CXR using Limited Training Data Sets	Apr 13, 2020	COVID-19 Diagnosis	CodeCode Available	1
DeepCOVIDExplainer: Explainable COVID-19 Diagnosis Based on Chest X-ray Images	Apr 9, 2020	COVID-19 Diagnosis	CodeCode Available	1
Within the Lack of COVID-19 Benchmark Dataset: A Novel GAN with Deep Transfer Learning for Corona-virus Detection in Chest X-ray Images	Apr 7, 2020	COVID-19 DiagnosisTransfer Learning	—Unverified	0
COVID_MTNet: COVID-19 Detection with Multi-Task Deep Learning Approaches	Apr 7, 2020	COVID-19 DiagnosisDeep Learning	—Unverified	0

Show:10 25 50

← PrevPage 20 of 22Next →

All datasets COVIDx CXR-3 COVIDx Covid-19 Cough Cambridge COVID-19 CXR Dataset COVIDGR Novel COVID-19 Chestxray Repository

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	SS-CXR	Per-Class Accuracy	98.25	—	Unverified
2	DenseNet-169	Per-Class Accuracy	98.15	—	Unverified
3	EfficientNet-B2	Per-Class Accuracy	97.6	—	Unverified
4	Inception Resnet V2	Per-Class Accuracy	97.55	—	Unverified
5	Inception ResNet	Per-Class Accuracy	97.5	—	Unverified
6	DenseNet-121	Per-Class Accuracy	96.5	—	Unverified
7	ViT-S	Per-Class Accuracy	89.25	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Sanskar et al.	3-class test accuracy	98.38	—	Unverified
2	Corona-Nidaan	3-class test accuracy	95	—	Unverified
3	COVID-WideNet	AUC	0.95	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	AUCO ResNet	AUC	0.83	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ViT-B/32	Average F1	0.95	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DINO-CXR	Accuracy	76.47	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Bhowal et al.	ACCURACY	95.49	—	Unverified