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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 671–680 of 14581 papers

Title	Date	Tasks	Status	Hype
Multi-Label Text Classification using Attention-based Graph Neural Network	Mar 22, 2020	ClassificationGeneral Classification	CodeCode Available	1
BoostTree and BoostForest for Ensemble Learning	Mar 21, 2020	DiversityEnsemble Learning	CodeCode Available	1
Selecting Relevant Features from a Multi-domain Representation for Few-shot Classification	Mar 20, 2020	feature selectionFew-Shot Image Classification	CodeCode Available	1
Detecting Deepfakes with Metric Learning	Mar 19, 2020	Data CompressionFace Swapping	CodeCode Available	1
Conditional Gaussian Distribution Learning for Open Set Recognition	Mar 19, 2020	General ClassificationOpen Set Learning	CodeCode Available	1
Overinterpretation reveals image classification model pathologies	Mar 19, 2020	ClassificationGeneral Classification	CodeCode Available	1
1st Place Solutions for OpenImage2019 -- Object Detection and Instance Segmentation	Mar 17, 2020	General ClassificationInstance Segmentation	CodeCode Available	1
Revisiting the Sibling Head in Object Detector	Mar 17, 2020	DisentanglementGeneral Classification	CodeCode Available	1
Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification	Mar 17, 2020	Action ClassificationClassification	CodeCode Available	1
On Translation Invariance in CNNs: Convolutional Layers can Exploit Absolute Spatial Location	Mar 16, 2020	General Classificationimage-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