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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 2621–2630 of 14581 papers

Title	Date	Tasks	Status	Hype
Center3D: Center-based Monocular 3D Object Detection with Joint Depth Understanding	May 27, 2020	3D Object DetectionDepth Estimation	—Unverified	0
SafeML: Safety Monitoring of Machine Learning Classifiers through Statistical Difference Measure	May 27, 2020	BIG-bench Machine LearningDomain Adaptation	CodeCode Available	1
Skew Gaussian Processes for Classification	May 26, 2020	ClassificationGaussian Processes	CodeCode Available	1
Instance Explainable Temporal Network For Multivariate Timeseries	May 26, 2020	ClassificationGeneral Classification	—Unverified	0
Comparing BERT against traditional machine learning text classification	May 26, 2020	BIG-bench Machine LearningClassification	—Unverified	0
Class-Weighted Classification: Trade-offs and Robust Approaches	May 26, 2020	ClassificationGeneral Classification	CodeCode Available	0
Minimizing Supervision in Multi-label Categorization	May 26, 2020	Active LearningGeneral Classification	—Unverified	0
CRUDE: Calibrating Regression Uncertainty Distributions Empirically	May 26, 2020	Autonomous VehiclesGeneral Classification	—Unverified	0
Identification of Crystal Symmetry from Noisy Diffraction Patterns by A Shape Analysis and Deep Learning	May 26, 2020	ClassificationGeneral Classification	CodeCode Available	0
Fine-Grained 3D Shape Classification with Hierarchical Part-View Attentions	May 26, 2020	3D Shape 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