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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 801–810 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
M2m: Imbalanced Classification via Major-to-minor Translation	Apr 1, 2020	ClassificationDiversity	CodeCode Available	1	5
BSNet: Bi-Similarity Network for Few-shot Fine-grained Image Classification	Nov 29, 2020	Few-Shot LearningFine-Grained Image Classification	CodeCode Available	1	5
Clustering Aware Classification for Risk Prediction and Subtyping in Clinical Data	Feb 23, 2021	ClassificationClustering	CodeCode Available	1	5
Machine Learning with Membership Privacy using Adversarial Regularization	Jul 16, 2018	BIG-bench Machine LearningGeneral Classification	CodeCode Available	1	5
Malware Detection Using Frequency Domain-Based Image Visualization and Deep Learning	Jan 26, 2021	Binary ClassificationClassification	CodeCode Available	1	5
Manifold Mixup improves text recognition with CTC loss	Mar 11, 2019	Data AugmentationGeneral Classification	CodeCode Available	1	5
Aggregated Residual Transformations for Deep Neural Networks	Nov 16, 2016	Domain GeneralizationGeneral Classification	CodeCode Available	1	5
A Generic Visualization Approach for Convolutional Neural Networks	Jul 19, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
MATCH: Metadata-Aware Text Classification in A Large Hierarchy	Feb 15, 2021	ClassificationGeneral Classification	CodeCode Available	1	5
2kenize: Tying Subword Sequences for Chinese Script Conversion	May 7, 2020	General ClassificationTopic Classification	CodeCode Available	1	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