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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 961–970 of 14581 papers

Title	Date	Tasks	Status	Hype
Skew Gaussian Processes for Classification	May 26, 2020	ClassificationGaussian Processes	CodeCode Available	1
Skin Lesion Analysis Toward Melanoma Detection: A Challenge at the 2017 International Symposium on Biomedical Imaging (ISBI), Hosted by the International Skin Imaging Collaboration (ISIC)	Oct 13, 2017	General ClassificationLesion Segmentation	CodeCode Available	1
Learning Robust Global Representations by Penalizing Local Predictive Power	May 29, 2019	Domain AdaptationDomain Generalization	CodeCode Available	1
So2Sat LCZ42: A Benchmark Dataset for Global Local Climate Zones Classification	Dec 19, 2019	BIG-bench Machine LearningCultural Vocal Bursts Intensity Prediction	CodeCode Available	1
SoftPoolNet: Shape Descriptor for Point Cloud Completion and Classification	Aug 17, 2020	ClassificationDecoder	CodeCode Available	1
SOL: A Library for Scalable Online Learning Algorithms	Oct 28, 2016	BIG-bench Machine LearningGeneral Classification	CodeCode Available	1
SoundCLR: Contrastive Learning of Representations For Improved Environmental Sound Classification	Mar 2, 2021	Contrastive LearningData Augmentation	CodeCode Available	1
SoundNet: Learning Sound Representations from Unlabeled Video	Oct 27, 2016	General Classification	CodeCode Available	1
So-ViT: Mind Visual Tokens for Vision Transformer	Apr 22, 2021	ClassificationGeneral Classification	CodeCode Available	1
Adaptive Threshold for Online Object Recognition and Re-identification Tasks	Dec 28, 2020	ClassificationFace Recognition	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