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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 2571–2580 of 14581 papers

Title	Date	Tasks	Status	Hype
Learning Augmentation Network via Influence Functions	Jun 1, 2020	ClassificationData Augmentation	—Unverified	0
Deep Generative Model for Robust Imbalance Classification	Jun 1, 2020	ClassificationGeneral Classification	—Unverified	0
Unsupervised Deep Shape Descriptor With Point Distribution Learning	Jun 1, 2020	3D Shape Classification3D Shape Retrieval	CodeCode Available	0
Regularizing Discriminative Capability of CGANs for Semi-Supervised Generative Learning	Jun 1, 2020	General ClassificationImage Generation	—Unverified	0
Deep Degradation Prior for Low-Quality Image Classification	Jun 1, 2020	ClassificationGeneral Classification	—Unverified	0
ADINet: Attribute Driven Incremental Network for Retinal Image Classification	Jun 1, 2020	AttributeClassification	—Unverified	0
DeepEMD: Few-Shot Image Classification With Differentiable Earth Mover's Distance and Structured Classifiers	Jun 1, 2020	ClassificationFew-Shot Image Classification	—Unverified	0
Benchmarking Adversarial Robustness on Image Classification	Jun 1, 2020	Adversarial AttackAdversarial Robustness	CodeCode Available	1
Offset Bin Classification Network for Accurate Object Detection	Jun 1, 2020	ClassificationGeneral Classification	—Unverified	0
Shoestring: Graph-Based Semi-Supervised Classification With Severely Limited Labeled Data	Jun 1, 2020	ClassificationClustering	—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