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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 101–110 of 14581 papers

Title	Date	Tasks	Status	Hype
A Ranking-based, Balanced Loss Function Unifying Classification and Localisation in Object Detection	Sep 28, 2020	ClassificationGeneral Classification	CodeCode Available	1
A Machine Learning Benchmark for Facies Classification	Jan 12, 2019	BIG-bench Machine LearningClassification	CodeCode Available	1
AMC-Loss: Angular Margin Contrastive Loss for Improved Explainability in Image Classification	Apr 21, 2020	General Classificationimage-classification	CodeCode Available	1
A Self-supervised Approach for Adversarial Robustness	Jun 8, 2020	Adversarial RobustnessGeneral Classification	CodeCode Available	1
Association Graph Learning for Multi-Task Classification with Category Shifts	Oct 10, 2022	General ClassificationGraph Learning	CodeCode Available	1
A kernel-based quantum random forest for improved classification	Oct 5, 2022	General ClassificationQuantum Machine Learning	CodeCode Available	1
A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data Set	Mar 31, 2020	BIG-bench Machine LearningBinary Classification	CodeCode Available	1
A Survey of Deep Learning Techniques for Weed Detection from Images	Mar 2, 2021	ClassificationGeneral Classification	CodeCode Available	1
A Survey on Text Classification: From Shallow to Deep Learning	Aug 2, 2020	ClassificationDeep Learning	CodeCode Available	1
AIDeveloper: deep learning image classification in life science and beyond	Mar 5, 2020	Blood Cell CountClassification	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	XBNET	Accuracy	100	—	Unverified
2	MONT3	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