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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 251–260 of 14581 papers

Title	Date	Tasks	Status	Hype
GraphHop: An Enhanced Label Propagation Method for Node Classification	Jan 7, 2021	ClassificationGeneral Classification	CodeCode Available	1
PointCutMix: Regularization Strategy for Point Cloud Classification	Jan 5, 2021	3D Point Cloud ClassificationClassification	CodeCode Available	1
Few-shot Image Classification: Just Use a Library of Pre-trained Feature Extractors and a Simple Classifier	Jan 3, 2021	ClassificationCross-Domain Few-Shot	CodeCode Available	1
Iterative weak/self-supervised classification framework for abnormal events detection	Jan 3, 2021	Abnormal Event Detection In VideoAnomaly Detection	CodeCode Available	1
Recall Loss for Imbalanced Image Classification and Semantic Segmentation	Jan 1, 2021	ClassificationGeneral Classification	CodeCode Available	1
Intent Classification and Slot Filling for Privacy Policies	Jan 1, 2021	General Classificationintent-classification	CodeCode Available	1
Revisiting Point Cloud Classification with a Simple and Effective Baseline	Jan 1, 2021	3D Point Cloud ClassificationClassification	CodeCode Available	1
On Explaining Your Explanations of BERT: An Empirical Study with Sequence Classification	Jan 1, 2021	General ClassificationSentiment Analysis	CodeCode Available	1
Adaptive Threshold for Online Object Recognition and Re-identification Tasks	Dec 28, 2020	ClassificationFace Recognition	CodeCode Available	1
EC-GAN: Low-Sample Classification using Semi-Supervised Algorithms and GANs	Dec 26, 2020	ClassificationData Augmentation	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