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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 351–360 of 14581 papers

Title	Date	Tasks	Status	Hype
Deep Ensemble Collaborative Learning by using Knowledge-transfer Graph for Fine-grained Object Classification	Mar 27, 2021	DiversityEnsemble Learning	—Unverified	0
Abuse is Contextual, What about NLP? The Role of Context in Abusive Language Annotation and Detection	Mar 27, 2021	Abusive LanguageGeneral Classification	CodeCode Available	1
CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification	Mar 27, 2021	General Classificationimage-classification	CodeCode Available	1
Contrastive Learning based Hybrid Networks for Long-Tailed Image Classification	Mar 26, 2021	ClassificationContrastive Learning	—Unverified	0
Understanding Robustness of Transformers for Image Classification	Mar 26, 2021	ClassificationGeneral Classification	—Unverified	0
LiGCN: Label-interpretable Graph Convolutional Networks for Multi-label Text Classification	Mar 26, 2021	ClassificationGeneral Classification	—Unverified	0
Detection, growth quantification and malignancy prediction of pulmonary nodules using deep convolutional networks in follow-up CT scans	Mar 26, 2021	General ClassificationManagement	—Unverified	0
Gated Transformer Networks for Multivariate Time Series Classification	Mar 26, 2021	ClassificationGeneral Classification	CodeCode Available	1
MedSelect: Selective Labeling for Medical Image Classification Combining Meta-Learning with Deep Reinforcement Learning	Mar 26, 2021	Deep Reinforcement LearningGeneral Classification	CodeCode Available	1
Deepfake Forensics via An Adversarial Game	Mar 25, 2021	ClassificationDeepFake Detection	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