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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 721–730 of 14581 papers

Title	Date	Tasks	Status	Hype
GRAPHITE: Generating Automatic Physical Examples for Machine-Learning Attacks on Computer Vision Systems	Feb 17, 2020	BIG-bench Machine LearningGeneral Classification	CodeCode Available	1
Breast Cancer Histopathology Image Classification and Localization using Multiple Instance Learning	Feb 16, 2020	ClassificationGeneral Classification	CodeCode Available	1
Extreme Classification via Adversarial Softmax Approximation	Feb 15, 2020	ClassificationGeneral Classification	CodeCode Available	1
Automatically Discovering and Learning New Visual Categories with Ranking Statistics	Feb 13, 2020	ClusteringGeneral Classification	CodeCode Available	1
Superpixel Image Classification with Graph Attention Networks	Feb 13, 2020	ClassificationGeneral Classification	CodeCode Available	1
Machine-Learning-Based Multiple Abnormality Prediction with Large-Scale Chest Computed Tomography Volumes	Feb 12, 2020	BIG-bench Machine LearningComputed Tomography (CT)	CodeCode Available	1
Over-the-Air Adversarial Flickering Attacks against Video Recognition Networks	Feb 12, 2020	Action ClassificationClassification	CodeCode Available	1
The Devil is in the Channels: Mutual-Channel Loss for Fine-Grained Image Classification	Feb 11, 2020	DiversityFine-Grained Image Classification	CodeCode Available	1
Learning with Out-of-Distribution Data for Audio Classification	Feb 11, 2020	Audio ClassificationClassification	CodeCode Available	1
A Computational Approach to Packet Classification	Feb 10, 2020	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