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 111–120 of 211 papers

Title	Date	Tasks	Status	Hype
Federated Split Task-Agnostic Vision Transformer for COVID-19 CXR Diagnosis	Dec 1, 2021	COVID-19 DiagnosisFederated Learning	—Unverified	0
Deep Learning Based Automated COVID-19 Classification from Computed Tomography Images	Nov 22, 2021	3D ClassificationAnatomy	CodeCode Available	0
Federated Split Vision Transformer for COVID-19 CXR Diagnosis using Task-Agnostic Training	Nov 2, 2021	COVID-19 DiagnosisFederated Learning	—Unverified	0
Requirement analysis for an artificial intelligence model for the diagnosis of the COVID-19 from chest X-ray data	Oct 24, 2021	COVID-19 Diagnosis	—Unverified	0
COVID-19 Detection in Chest X-ray Images Using Swin-Transformer and Transformer in Transformer	Oct 16, 2021	COVID-19 DiagnosisEthics	—Unverified	0
Vision Transformer based COVID-19 Detection using Chest X-rays	Oct 9, 2021	COVID-19 DiagnosisCOVID-19 Modelling	—Unverified	0
The Second DiCOVA Challenge: Dataset and performance analysis for COVID-19 diagnosis using acoustics	Oct 4, 2021	COVID-19 Diagnosis	—Unverified	0
An Explainable-AI approach for Diagnosis of COVID-19 using MALDI-ToF Mass Spectrometry	Sep 28, 2021	COVID-19 DiagnosisDecision Making	—Unverified	0
Data Augmentation and CNN Classification For Automatic COVID-19 Diagnosis From CT-Scan Images On Small Dataset	Aug 16, 2021	ClassificationCOVID-19 Diagnosis	—Unverified	0
Resetting the baseline: CT-based COVID-19 diagnosis with Deep Transfer Learning is not as accurate as widely thought	Aug 12, 2021	Computed Tomography (CT)COVID-19 Diagnosis	—Unverified	0

Show:10 25 50

← PrevPage 12 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