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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 3171–3180 of 14581 papers

Title	Date	Tasks	Status	Hype
Rethinking Few-Shot Image Classification: a Good Embedding Is All You Need?	Mar 25, 2020	AllFew-Shot Image Classification	CodeCode Available	1
Boosting Ridge Regression for High Dimensional Data Classification	Mar 25, 2020	ClassificationForm	—Unverified	0
Discriminative Viewer Identification using Generative Models of Eye Gaze	Mar 25, 2020	ClassificationGeneral Classification	—Unverified	0
A Systematic Evaluation: Fine-Grained CNN vs. Traditional CNN Classifiers	Mar 24, 2020	General Classification	CodeCode Available	0
Synergic Adversarial Label Learning for Grading Retinal Diseases via Knowledge Distillation and Multi-task Learning	Mar 24, 2020	ClassificationGeneral Classification	—Unverified	0
Real-time 3D object proposal generation and classification under limited processing resources	Mar 24, 2020	3D Object DetectionClassification	—Unverified	0
Robust and On-the-fly Dataset Denoising for Image Classification	Mar 24, 2020	Classificationcounterfactual	—Unverified	0
Hybrid Classification and Reasoning for Image-based Constraint Solving	Mar 24, 2020	ClassificationGeneral Classification	CodeCode Available	0
Surface Damage Detection Scheme using Convolutional Neural Network and Artificial Neural Network	Mar 24, 2020	Edge DetectionGeneral Classification	—Unverified	0
Online stochastic gradient descent on non-convex losses from high-dimensional inference	Mar 23, 2020	General Classificationparameter estimation	—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	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