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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 451–460 of 14581 papers

Title	Date	Tasks	Status	Hype
A Survey on Text Classification: From Shallow to Deep Learning	Aug 2, 2020	ClassificationDeep Learning	CodeCode Available	1
Efficient Deep Learning of Non-local Features for Hyperspectral Image Classification	Aug 2, 2020	Deep LearningGeneral Classification	CodeCode Available	1
Land Cover Classification from Remote Sensing Images Based on Multi-Scale Fully Convolutional Network	Aug 1, 2020	General ClassificationLand Cover Classification	CodeCode Available	1
Mitigating Embedding and Class Assignment Mismatch in Unsupervised Image Classification	Aug 1, 2020	ClassificationGeneral Classification	CodeCode Available	1
Distilling Visual Priors from Self-Supervised Learning	Aug 1, 2020	ClassificationContrastive Learning	CodeCode Available	1
Fixing Localization Errors to Improve Image Classification	Aug 1, 2020	ClassificationGeneral Classification	CodeCode Available	1
Curriculum learning for improved femur fracture classification: scheduling data with prior knowledge and uncertainty	Jul 31, 2020	ClassificationGeneral 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
Rethinking Recurrent Neural Networks and Other Improvements for Image Classification	Jul 30, 2020	General Classificationimage-classification	CodeCode Available	1
Generative Classifiers as a Basis for Trustworthy Image Classification	Jul 29, 2020	ClassificationGeneral 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	XBNET	Accuracy	100	—	Unverified
2	MONT3	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