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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 1081–1090 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
Establishing Baselines for Text Classification in Low-Resource Languages	May 5, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification	Aug 31, 2017	Earth ObservationGeneral Classification	CodeCode Available	1	5
A Closer Look at Few-shot Classification	Apr 8, 2019	Domain GeneralizationFew-Shot Learning	CodeCode Available	1	5
Evaluating the visualization of what a Deep Neural Network has learned	Sep 21, 2015	ClassificationGeneral Classification	CodeCode Available	1	5
A Practioner's Guide to Evaluating Entity Resolution Results	Sep 14, 2015	ClusteringEntity Resolution	CodeCode Available	1	5
Evidential Deep Learning to Quantify Classification Uncertainty	Jun 5, 2018	Deep LearningGeneral Classification	CodeCode Available	1	5
A Ranking-based, Balanced Loss Function Unifying Classification and Localisation in Object Detection	Sep 28, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Multi-task pre-training of deep neural networks for digital pathology	May 5, 2020	General ClassificationMulti-Task Learning	CodeCode Available	1	5
Explanation-Guided Training for Cross-Domain Few-Shot Classification	Jul 17, 2020	ClassificationCross-Domain Few-Shot	CodeCode Available	1	5
A Multi-cascaded Deep Model for Bilingual SMS Classification	Nov 29, 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