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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 251–260 of 14581 papers

Title	Date	Tasks	Status	Hype
DDRel: A New Dataset for Interpersonal Relation Classification in Dyadic Dialogues	Dec 4, 2020	Dialog Relation ExtractionGeneral Classification	CodeCode Available	1
DEAL: Deep Evidential Active Learning for Image Classification	Jul 22, 2020	Active LearningClassification	CodeCode Available	1
Deconvolutional Paragraph Representation Learning	Aug 16, 2017	General ClassificationRepresentation Learning	CodeCode Available	1
Decoupling Representation and Classifier for Long-Tailed Recognition	Oct 21, 2019	ClassificationGeneral Classification	CodeCode Available	1
An Empirical Study of Example Forgetting during Deep Neural Network Learning	Dec 12, 2018	General 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 Amharic News Text classification Dataset	Mar 10, 2021	ArticlesClassification	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
ALL-IN-1: Short Text Classification with One Model for All Languages	Oct 26, 2017	AllGeneral Classification	CodeCode Available	1
A Machine Learning Benchmark for Facies Classification	Jan 12, 2019	BIG-bench Machine LearningClassification	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