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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 181–190 of 14581 papers

Title	Date	Tasks	Status	Hype
Barlow Twins: Self-Supervised Learning via Redundancy Reduction	Mar 4, 2021	General ClassificationImage Classification	CodeCode Available	1
Learning Accurate and Interpretable Decision Rule Sets from Neural Networks	Mar 4, 2021	General Classification	CodeCode Available	1
Group-wise Inhibition based Feature Regularization for Robust Classification	Mar 3, 2021	ClassificationDiversity	CodeCode Available	1
PML: Progressive Margin Loss for Long-tailed Age Classification	Mar 3, 2021	Age ClassificationClassification	CodeCode Available	1
SoundCLR: Contrastive Learning of Representations For Improved Environmental Sound Classification	Mar 2, 2021	Contrastive LearningData Augmentation	CodeCode Available	1
Label-Imbalanced and Group-Sensitive Classification under Overparameterization	Mar 2, 2021	ClassificationGeneral Classification	CodeCode Available	1
Strategic Classification Made Practical	Mar 2, 2021	ClassificationGeneral Classification	CodeCode Available	1
A Survey of Deep Learning Techniques for Weed Detection from Images	Mar 2, 2021	ClassificationGeneral Classification	CodeCode Available	1
Adversarial Reciprocal Points Learning for Open Set Recognition	Mar 1, 2021	General ClassificationOpen Set Learning	CodeCode Available	1
RoBERTa-wwm-ext Fine-Tuning for Chinese Text Classification	Feb 24, 2021	ClassificationGeneral 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