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General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 61–70 of 14581 papers

Title	Date	Tasks	Status	Hype
An End-to-End Architecture for Keyword Spotting and Voice Activity Detection	Nov 28, 2016	Action DetectionActivity Detection	CodeCode Available	1
A new Backdoor Attack in CNNs by training set corruption without label poisoning	Feb 12, 2019	Backdoor AttackGeneral Classification	CodeCode Available	1
An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction	Sep 4, 2019	BenchmarkingGeneral Classification	CodeCode Available	1
Anomaly Detection in Time Series with Triadic Motif Fields and Application in Atrial Fibrillation ECG Classification	Dec 9, 2020	Anomaly DetectionAtrial Fibrillation Detection	CodeCode Available	1
An Empirical Analysis of Image-Based Learning Techniques for Malware Classification	Mar 24, 2021	Deep LearningGeneral Classification	CodeCode Available	1
An Amharic News Text classification Dataset	Mar 10, 2021	ArticlesClassification	CodeCode Available	1
An Empirical Study of Example Forgetting during Deep Neural Network Learning	Dec 12, 2018	General Classification	CodeCode Available	1
AMC-Loss: Angular Margin Contrastive Loss for Improved Explainability in Image Classification	Apr 21, 2020	General Classificationimage-classification	CodeCode Available	1
An Adversarial Approach for the Robust Classification of Pneumonia from Chest Radiographs	Jan 13, 2020	General ClassificationRobust classification	CodeCode Available	1
An Empirical Survey of Data Augmentation for Time Series Classification with Neural Networks	Jul 31, 2020	Data AugmentationGeneral Classification	CodeCode Available	1

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All datasets XOR iris Activity Fashion-MNIST ISOLET Mice Protein MNIST Wine

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	KNN	Accuracy	93.1	—	Unverified
2	RF	Accuracy	92.96	—	Unverified
3	CART	Accuracy	92.82	—	Unverified
4	LDA	Accuracy	77.22	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MONT3	Accuracy	100	—	Unverified
2	XBNET	Accuracy	100	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	42	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	67.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	68.5	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	13.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	90.6	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MONT3	Accuracy	100	—	Unverified