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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 161–170 of 14581 papers

Title	Date	Tasks	Status	Hype
Tiny Transformers for Environmental Sound Classification at the Edge	Mar 22, 2021	ClassificationEnvironmental Sound Classification	CodeCode Available	1
Self-Supervised Classification Network	Mar 19, 2021	ClassificationClustering	CodeCode Available	1
MSMatch: Semi-Supervised Multispectral Scene Classification with Few Labels	Mar 18, 2021	ClassificationGeneral Classification	CodeCode Available	1
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset	Mar 18, 2021	ClassificationClassifier calibration	CodeCode Available	1
Consistency-based Active Learning for Object Detection	Mar 18, 2021	Active LearningClassification	CodeCode Available	1
FBCNet: A Multi-view Convolutional Neural Network for Brain-Computer Interface	Mar 17, 2021	Binary ClassificationBrain Computer Interface	CodeCode Available	1
Triplet-Watershed for Hyperspectral Image Classification	Mar 17, 2021	ClassificationGeneral Classification	CodeCode Available	1
GraphSMOTE: Imbalanced Node Classification on Graphs with Graph Neural Networks	Mar 16, 2021	ClassificationGeneral Classification	CodeCode Available	1
Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification	Mar 15, 2021	ClassificationDeep Reinforcement Learning	CodeCode Available	1
How Many Data Points is a Prompt Worth?	Mar 15, 2021	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