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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 371–380 of 14581 papers

Title	Date	Tasks	Status	Hype
Cross-Domain Sentiment Classification with In-Domain Contrastive Learning	Dec 5, 2020	ClassificationContrastive Learning	CodeCode Available	1
Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold Mixup	Jul 1, 2020	General ClassificationManagement	CodeCode Available	1
CTCModel: a Keras Model for Connectionist Temporal Classification	Jan 23, 2019	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
Data Augmentation for Graph Neural Networks	Jun 11, 2020	Data AugmentationGeneral Classification	CodeCode Available	1
Data Augmentation of Wearable Sensor Data for Parkinson's Disease Monitoring using Convolutional Neural Networks	Jun 2, 2017	ClassificationData Augmentation	CodeCode Available	1
DDRel: A New Dataset for Interpersonal Relation Classification in Dyadic Dialogues	Dec 4, 2020	Dialog Relation ExtractionGeneral Classification	CodeCode Available	1
DEAL: Deep Evidential Active Learning for Image Classification	Jul 22, 2020	Active LearningClassification	CodeCode Available	1
Acquisition of Localization Confidence for Accurate Object Detection	Jul 30, 2018	General ClassificationObject	CodeCode Available	1
ALL-IN-1: Short Text Classification with One Model for All Languages	Oct 26, 2017	AllGeneral 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