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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 861–870 of 14581 papers

Title	Date	Tasks	Status	Hype
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics	May 19, 2017	Deep LearningGeneral Classification	CodeCode Available	1
Multi-task pre-training of deep neural networks for digital pathology	May 5, 2020	General ClassificationMulti-Task Learning	CodeCode Available	1
Mutual Modality Learning for Video Action Classification	Nov 4, 2020	Action ClassificationAction Recognition	CodeCode Available	1
NatCat: Weakly Supervised Text Classification with Naturally Annotated Resources	Sep 29, 2020	ClassificationGeneral Classification	CodeCode Available	1
Network Together: Node Classification via Cross-Network Deep Network Embedding	Jun 4, 2020	Domain AdaptationGeneral Classification	CodeCode Available	1
Neural Architecture Search of Deep Priors: Towards Continual Learning without Catastrophic Interference	Apr 14, 2021	Continual LearningGeneral Classification	CodeCode Available	1
Entropic Out-of-Distribution Detection: Seamless Detection of Unknown Examples	Jun 7, 2020	General ClassificationMetric Learning	CodeCode Available	1
A Hybrid Classification Approach using Topic Modeling and Graph Convolution Networks	Sep 19, 2020	ClassificationGeneral Classification	CodeCode Available	1
New Metrics Between Rational Spectra and their Connection to Optimal Transport	Apr 20, 2020	ClusteringGeneral Classification	CodeCode Available	1
A Neural Few-Shot Text Classification Reality Check	Jan 28, 2021	ClassificationFew-Shot Text Classification	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	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