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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 281–290 of 14581 papers

Title	Date	Tasks	Status	Hype
SE-ECGNet: A Multi-scale Deep Residual Network with Squeeze-and-Excitation Module for ECG Signal Classification	Dec 10, 2020	ClassificationGeneral Classification	CodeCode Available	1
Label Confusion Learning to Enhance Text Classification Models	Dec 9, 2020	ClassificationGeneral Classification	CodeCode Available	1
Know Your Limits: Uncertainty Estimation with ReLU Classifiers Fails at Reliable OOD Detection	Dec 9, 2020	General ClassificationOut of Distribution (OOD) Detection	CodeCode Available	1
Entropy Maximization and Meta Classification for Out-Of-Distribution Detection in Semantic Segmentation	Dec 9, 2020	General ClassificationOut-of-Distribution Detection	CodeCode Available	1
Mapping the Space of Chemical Reactions Using Attention-Based Neural Networks	Dec 9, 2020	ClusteringGeneral Classification	CodeCode Available	1
Anomaly Detection in Time Series with Triadic Motif Fields and Application in Atrial Fibrillation ECG Classification	Dec 9, 2020	Anomaly DetectionAtrial Fibrillation Detection	CodeCode Available	1
MOCCA: Multi-Layer One-Class ClassificAtion for Anomaly Detection	Dec 9, 2020	Anomaly DetectionClassification	CodeCode Available	1
Canonical Capsules: Self-Supervised Capsules in Canonical Pose	Dec 8, 2020	3D Point Cloud ReconstructionGeneral Classification	CodeCode Available	1
Scale Aware Adaptation for Land-Cover Classification in Remote Sensing Imagery	Dec 8, 2020	ClassificationDomain Adaptation	CodeCode Available	1
VideoMix: Rethinking Data Augmentation for Video Classification	Dec 7, 2020	Action LocalizationAction Recognition	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