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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 501–510 of 14581 papers

Title	Date	Tasks	Status	Hype
Measuring Robustness to Natural Distribution Shifts in Image Classification	Jul 1, 2020	ClassificationDomain Generalization	CodeCode Available	1
Second Order PAC-Bayesian Bounds for the Weighted Majority Vote	Jul 1, 2020	Binary ClassificationClassification	CodeCode Available	1
Image-level Harmonization of Multi-Site Data using Image-and-Spatial Transformer Networks	Jun 30, 2020	Domain AdaptationGeneral Classification	CodeCode Available	1
Early-Learning Regularization Prevents Memorization of Noisy Labels	Jun 30, 2020	General ClassificationImage Classification	CodeCode Available	1
Primary Tumor Origin Classification of Lung Nodules in Spectral CT using Transfer Learning	Jun 30, 2020	ClassificationComputed Tomography (CT)	CodeCode Available	1
Image Classification by Reinforcement Learning with Two-State Q-Learning	Jun 28, 2020	ClassificationGeneral Classification	CodeCode Available	1
ULSAM: Ultra-Lightweight Subspace Attention Module for Compact Convolutional Neural Networks	Jun 26, 2020	Fine-Grained Image ClassificationGeneral Classification	CodeCode Available	1
Proper Network Interpretability Helps Adversarial Robustness in Classification	Jun 26, 2020	Adversarial RobustnessClassification	CodeCode Available	1
Parametric Instance Classification for Unsupervised Visual Feature Learning	Jun 25, 2020	ClassificationGeneral Classification	CodeCode Available	1
SmallBigNet: Integrating Core and Contextual Views for Video Classification	Jun 25, 2020	ClassificationGeneral 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