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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 701–710 of 14581 papers

Title	Date	Tasks	Status	Hype
Fast Predictive Uncertainty for Classification with Bayesian Deep Networks	Mar 2, 2020	ClassificationGeneral Classification	CodeCode Available	1
IntrA: 3D Intracranial Aneurysm Dataset for Deep Learning	Mar 2, 2020	Deep LearningGeneral Classification	CodeCode Available	1
Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers	Mar 2, 2020	BIG-bench Machine LearningGeneral Classification	CodeCode Available	1
Few-Shot Learning on Graphs via Super-Classes based on Graph Spectral Measures	Feb 27, 2020	Active LearningClassification	CodeCode Available	1
Membership Inference Attacks and Defenses in Classification Models	Feb 27, 2020	ClassificationGeneral Classification	CodeCode Available	1
Rethinking the Route Towards Weakly Supervised Object Localization	Feb 26, 2020	General ClassificationObject	CodeCode Available	1
PointAugment: an Auto-Augmentation Framework for Point Cloud Classification	Feb 25, 2020	3D Point Cloud Data AugmentationClassification	CodeCode Available	1
Learning Attentive Pairwise Interaction for Fine-Grained Classification	Feb 24, 2020	ClassificationFine-Grained Image Classification	CodeCode Available	1
Omni-Scale CNNs: a simple and effective kernel size configuration for time series classification	Feb 24, 2020	General ClassificationTime Series	CodeCode Available	1
Sketchformer: Transformer-based Representation for Sketched Structure	Feb 24, 2020	Cross-Modal RetrievalDictionary Learning	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