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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 2371–2380 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
An Embarrassingly Simple Approach for Transfer Learning from Pretrained Language Models	Feb 27, 2019	General ClassificationLanguage Modeling	CodeCode Available	0	5
ADef: an Iterative Algorithm to Construct Adversarial Deformations	Apr 20, 2018	Adversarial AttackGeneral Classification	CodeCode Available	0	5
Benchmarking Popular Classification Models' Robustness to Random and Targeted Corruptions	Jan 31, 2020	BenchmarkingClassification	CodeCode Available	0	5
Benchmarking Representation Learning for Natural World Image Collections	Mar 30, 2021	BenchmarkingBinary Classification	CodeCode Available	0	5
BBAEG: Towards BERT-based Biomedical Adversarial Example Generation for Text Classification	Apr 5, 2021	Decision MakingGeneral Classification	CodeCode Available	0	5
Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps	Dec 20, 2013	General ClassificationImage Attribution	CodeCode Available	0	5
Bayes metaclassifier and Soft-confusion-matrix classifier in the task of multi-label classification	Jan 25, 2019	ClassificationGeneral Classification	CodeCode Available	0	5
A Deep Unsupervised Feature Learning Spiking Neural Network with Binarized Classification Layers for EMNIST Classification using SpykeFlow	Feb 26, 2020	ClassificationGeneral Classification	CodeCode Available	0	5
Deep Imbalanced Attribute Classification using Visual Attention Aggregation	Jul 10, 2018	AttributeClassification	CodeCode Available	0	5
Deep interpretable architecture for plant diseases classification	May 31, 2019	ClassificationGeneral Classification	CodeCode Available	0	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