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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 241–250 of 14581 papers

Title	Date	Tasks	Status	Hype
UniDrop: A Simple yet Effective Technique to Improve Transformer without Extra Cost	Apr 11, 2021	General ClassificationMachine Translation	—Unverified	0
Hyperspectral Pigment Analysis of Cultural Heritage Artifacts Using the Opaque Form of Kubelka-Munk Theory	Apr 11, 2021	FormGeneral Classification	—Unverified	0
Rank-R FNN: A Tensor-Based Learning Model for High-Order Data Classification	Apr 11, 2021	BIG-bench Machine LearningGeneral Classification	—Unverified	0
Pay attention to your loss: understanding misconceptions about 1-Lipschitz neural networks	Apr 11, 2021	General ClassificationMisconceptions	CodeCode Available	0
Constructing Contrastive samples via Summarization for Text Classification with limited annotations	Apr 11, 2021	Contrastive LearningData Augmentation	CodeCode Available	0
Affinity-Based Hierarchical Learning of Dependent Concepts for Human Activity Recognition	Apr 11, 2021	Activity RecognitionGeneral Classification	—Unverified	0
Fine-tuning Encoders for Improved Monolingual and Zero-shot Polylingual Neural Topic Modeling	Apr 11, 2021	ClassificationCross-Lingual Transfer	CodeCode Available	0
Detecting COVID-19 and Community Acquired Pneumonia using Chest CT scan images with Deep Learning	Apr 11, 2021	ClassificationComputed Tomography (CT)	CodeCode Available	0
Zero-Shot Learning on 3D Point Cloud Objects and Beyond	Apr 11, 2021	3D Point Cloud ClassificationClassification	CodeCode Available	1
Assessment of the influence of features on a classification problem: an application to COVID-19 patients	Apr 9, 2021	ClassificationGeneral Classification	—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	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