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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 411–420 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
A Novel Adaptive Minority Oversampling Technique for Improved Classification in Data Imbalanced Scenarios	Mar 24, 2021	ClusteringGeneral Classification	CodeCode Available	1	5
Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive Learning	Nov 17, 2020	ClassificationContrastive Learning	CodeCode Available	1	5
Dynamic Image for 3D MRI Image Alzheimer's Disease Classification	Nov 30, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Early-Learning Regularization Prevents Memorization of Noisy Labels	Jun 30, 2020	General ClassificationImage Classification	CodeCode Available	1	5
EEG-TCNet: An Accurate Temporal Convolutional Network for Embedded Motor-Imagery Brain-Machine Interfaces	May 31, 2020	EEGElectroencephalogram (EEG)	CodeCode Available	1	5
An Unsupervised Autoregressive Model for Speech Representation Learning	Apr 5, 2019	General Classificationmodel	CodeCode Available	1	5
Active Learning for BERT: An Empirical Study	Nov 1, 2020	Active LearningBinary text classification	CodeCode Available	1	5
Efficient and Compact Convolutional Neural Network Architectures for Non-temporal Real-time Fire Detection	Oct 17, 2020	Binary ClassificationClassification	CodeCode Available	1	5
AP-Loss for Accurate One-Stage Object Detection	Aug 17, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Bacteriophage classification for assembled contigs using Graph Convolutional Network	Feb 7, 2021	ClassificationDiversity	CodeCode Available	1	5

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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