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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
VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution	Apr 4, 2023	DisentanglementDomain Generalization	CodeCode Available	1
Fair and Optimal Classification via Post-Processing	Nov 3, 2022	AttributeClassification	CodeCode Available	1
Hierarchical classification at multiple operating points	Oct 19, 2022	General Classification	CodeCode Available	1
Association Graph Learning for Multi-Task Classification with Category Shifts	Oct 10, 2022	General ClassificationGraph Learning	CodeCode Available	1
SVL-Adapter: Self-Supervised Adapter for Vision-Language Pretrained Models	Oct 7, 2022	General Classificationimage-classification	CodeCode Available	1
A kernel-based quantum random forest for improved classification	Oct 5, 2022	General ClassificationQuantum Machine Learning	CodeCode Available	1
Learning Temporal Resolution in Spectrogram for Audio Classification	Oct 4, 2022	Audio ClassificationGeneral Classification	CodeCode Available	1
Supervised Dimensionality Reduction and Image Classification Utilizing Convolutional Autoencoders	Aug 25, 2022	Deep LearningDimensionality Reduction	CodeCode Available	1
Stop&Hop: Early Classification of Irregular Time Series	Aug 21, 2022	Early ClassificationGeneral Classification	CodeCode Available	1
Toward Interpretable Sleep Stage Classification Using Cross-Modal Transformers	Aug 15, 2022	Automatic Sleep Stage ClassificationDeep Learning	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