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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 111–120 of 14581 papers

Title	Date	Tasks	Status	Hype
Out-of-Scope Domain and Intent Classification through Hierarchical Joint Modeling	Apr 30, 2021	ClassificationGeneral Classification	CodeCode Available	0
Recognition and Processing of NATOM	Apr 29, 2021	ClassificationGeneral Classification	—Unverified	0
Regularizing Explanations in Bayesian Convolutional Neural Networks	Apr 29, 2021	Bayesian InferenceClassification	—Unverified	0
Graph-Embedded Subspace Support Vector Data Description	Apr 29, 2021	General ClassificationGraph Embedding	CodeCode Available	0
Fine-grained Generalization Analysis of Vector-valued Learning	Apr 29, 2021	Extreme Multi-Label ClassificationGeneral Classification	—Unverified	0
Cross-Domain Few-Shot Classification via Adversarial Task Augmentation	Apr 29, 2021	ClassificationCross-Domain Few-Shot	CodeCode Available	1
Hardware-Friendly Synaptic Orders and Timescales in Liquid State Machines for Speech Classification	Apr 29, 2021	General ClassificationSpoken Digits Recognition	—Unverified	0
Locality Constrained Analysis Dictionary Learning via K-SVD Algorithm	Apr 29, 2021	ClassificationDictionary Learning	—Unverified	0
GasHis-Transformer: A Multi-scale Visual Transformer Approach for Gastric Histopathological Image Detection	Apr 29, 2021	Adversarial AttackGeneral Classification	—Unverified	0
Filter Distribution Templates in Convolutional Networks for Image Classification Tasks	Apr 28, 2021	ClassificationGeneral Classification	—Unverified	0

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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