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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 401–410 of 14581 papers

Title	Date	Tasks	Status	Hype
NatCat: Weakly Supervised Text Classification with Naturally Annotated Resources	Sep 29, 2020	ClassificationGeneral Classification	CodeCode Available	1
Self-Supervised Few-Shot Learning on Point Clouds	Sep 29, 2020	Few-Shot 3D Point Cloud ClassificationFew-Shot Learning	CodeCode Available	1
A Ranking-based, Balanced Loss Function Unifying Classification and Localisation in Object Detection	Sep 28, 2020	ClassificationGeneral Classification	CodeCode Available	1
Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect	Sep 28, 2020	Causal Inferencecounterfactual	CodeCode Available	1
Instance-based Counterfactual Explanations for Time Series Classification	Sep 28, 2020	Classificationcounterfactual	CodeCode Available	1
Classification and understanding of cloud structures via satellite images with EfficientUNet	Sep 27, 2020	DecoderGeneral Classification	CodeCode Available	1
Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization	Sep 27, 2020	ClassificationDomain Generalization	CodeCode Available	1
A Diagnostic Study of Explainability Techniques for Text Classification	Sep 25, 2020	ClassificationDiagnostic	CodeCode Available	1
Multi-View Brain HyperConnectome AutoEncoder For Brain State Classification	Sep 24, 2020	ClassificationGeneral Classification	CodeCode Available	1
Probabilistic Label Trees for Extreme Multi-label Classification	Sep 23, 2020	ClassificationExtreme Multi-Label 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