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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 851–860 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
Negative Margin Matters: Understanding Margin in Few-shot Classification	Mar 26, 2020	ClassificationFew-Shot Image Classification	CodeCode Available	1	5
Classification of Periodic Variable Stars with Novel Cyclic-Permutation Invariant Neural Networks	Nov 2, 2020	AstronomyFeature Engineering	CodeCode Available	1	5
Neural Architecture Search of Deep Priors: Towards Continual Learning without Catastrophic Interference	Apr 14, 2021	Continual LearningGeneral Classification	CodeCode Available	1	5
Neural Attentive Bag-of-Entities Model for Text Classification	Sep 3, 2019	ClassificationGeneral Classification	CodeCode Available	1	5
New Metrics Between Rational Spectra and their Connection to Optimal Transport	Apr 20, 2020	ClusteringGeneral Classification	CodeCode Available	1	5
newsSweeper at SemEval-2020 Task 11: Context-Aware Rich Feature Representations For Propaganda Classification	Jul 21, 2020	ArticlesClassification	CodeCode Available	1	5
NILM as a regression versus classification problem: the importance of thresholding	Oct 28, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Node Attribute Generation on Graphs	Jul 23, 2019	AttributeData Augmentation	CodeCode Available	1	5
One-Class Graph Neural Networks for Anomaly Detection in Attributed Networks	Feb 22, 2020	Anomaly DetectionGeneral Classification	CodeCode Available	1	5
Continual Learning for Text Classification with Information Disentanglement Based Regularization	Apr 12, 2021	Continual LearningDisentanglement	CodeCode Available	1	5

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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