General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 801–825 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
Clustering Aware Classification for Risk Prediction and Subtyping in Clinical Data	Feb 23, 2021	ClassificationClustering	CodeCode Available	1	5
MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network	Feb 24, 2020	Document ClassificationGeneral Classification	CodeCode Available	1	5
Can AI help in screening Viral and COVID-19 pneumonia?	Mar 29, 2020	ArticlesCOVID-19 Diagnosis	CodeCode Available	1	5
Mapping the Space of Chemical Reactions Using Attention-Based Neural Networks	Dec 9, 2020	ClusteringGeneral Classification	CodeCode Available	1	5
MASKER: Masked Keyword Regularization for Reliable Text Classification	Dec 17, 2020	ClassificationDomain Generalization	CodeCode Available	1	5
Mask Guided Attention For Fine-Grained Patchy Image Classification	Feb 4, 2021	ClassificationGeneral Classification	CodeCode Available	1	5
Canonical Capsules: Self-Supervised Capsules in Canonical Pose	Dec 8, 2020	3D Point Cloud ReconstructionGeneral Classification	CodeCode Available	1	5
A Generic Visualization Approach for Convolutional Neural Networks	Jul 19, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Measuring the Effects of Non-Identical Data Distribution for Federated Visual Classification	Sep 13, 2019	Federated LearningGeneral Classification	CodeCode Available	1	5
Concept Matching for Low-Resource Classification	Jun 1, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Conditional Gaussian Distribution Learning for Open Set Recognition	Mar 19, 2020	General ClassificationOpen Set Learning	CodeCode Available	1	5
Membership Inference Attacks and Defenses in Classification Models	Feb 27, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
MetaAlign: Coordinating Domain Alignment and Classification for Unsupervised Domain Adaptation	Mar 25, 2021	ClassificationDomain Adaptation	CodeCode Available	1	5
Meta-Dataset: A Dataset of Datasets for Learning to Learn from Few Examples	Mar 7, 2019	Few-Shot Image ClassificationGeneral Classification	CodeCode Available	1	5
Aggregated Residual Transformations for Deep Neural Networks	Nov 16, 2016	Domain GeneralizationGeneral Classification	CodeCode Available	1	5
CatBoost: gradient boosting with categorical features support	Oct 24, 2018	ClusteringCPU	CodeCode Available	1	5
Catastrophic Forgetting in Deep Graph Networks: an Introductory Benchmark for Graph Classification	Mar 22, 2021	Continual LearningGeneral Classification	CodeCode Available	1	5
Metric Learning with Adaptive Density Discrimination	Nov 18, 2015	AttributeClassification	CodeCode Available	1	5
catch22: CAnonical Time-series CHaracteristics	Jan 29, 2019	ClassificationClustering	CodeCode Available	1	5
Minimax Classification with 0-1 Loss and Performance Guarantees	Oct 15, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Categorical Reparameterization with Gumbel-Softmax	Nov 3, 2016	General Classification	CodeCode Available	1	5
MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification	Dec 16, 2020	General ClassificationTime Series	CodeCode Available	1	5
Certified Robustness of Graph Convolution Networks for Graph Classification under Topological Attacks	Dec 1, 2020	General ClassificationGraph Classification	CodeCode Available	1	5
MOCCA: Multi-Layer One-Class ClassificAtion for Anomaly Detection	Dec 9, 2020	Anomaly DetectionClassification	CodeCode Available	1	5
A Hybrid Classification Approach using Topic Modeling and Graph Convolution Networks	Sep 19, 2020	ClassificationGeneral Classification	CodeCode Available	1	5

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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