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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 3211–3220 of 14581 papers

Title	Date	Tasks	Status	Hype
Unsupervised Hierarchical Graph Representation Learning by Mutual Information Maximization	Mar 18, 2020	General ClassificationGraph Classification	CodeCode Available	0
Task-Adaptive Clustering for Semi-Supervised Few-Shot Classification	Mar 18, 2020	ClassificationClustering	—Unverified	0
A Dynamic Reduction Network for Point Clouds	Mar 18, 2020	ClusteringGeneral Classification	CodeCode Available	0
Federated Visual Classification with Real-World Data Distribution	Mar 18, 2020	ClassificationDiversity	CodeCode Available	0
Adaptive-Step Graph Meta-Learner for Few-Shot Graph Classification	Mar 18, 2020	ClassificationFew-Shot Learning	—Unverified	0
Author2Vec: A Framework for Generating User Embedding	Mar 17, 2020	ClassificationDepression Detection	—Unverified	0
Teacher-Student chain for efficient semi-supervised histology image classification	Mar 17, 2020	ClassificationGeneral Classification	—Unverified	0
1st Place Solutions for OpenImage2019 -- Object Detection and Instance Segmentation	Mar 17, 2020	General ClassificationInstance Segmentation	CodeCode Available	1
Adapting Deep Learning Methods for Mental Health Prediction on Social Media	Mar 17, 2020	Binary ClassificationClassification	—Unverified	0
Spectrum Sensing and Signal Identification with Deep Learning based on Spectral Correlation Function	Mar 17, 2020	General Classification	—Unverified	0

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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