General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 401–425 of 14581 papers

Title	Date	Tasks	Status	Hype
Asymmetric Loss For Multi-Label Classification	Sep 29, 2020	ClassificationGeneral Classification	CodeCode Available	1
Self-Supervised Few-Shot Learning on Point Clouds	Sep 29, 2020	Few-Shot 3D Point Cloud ClassificationFew-Shot Learning	CodeCode Available	1
Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect	Sep 28, 2020	Causal Inferencecounterfactual	CodeCode Available	1
A Ranking-based, Balanced Loss Function Unifying Classification and Localisation in Object Detection	Sep 28, 2020	ClassificationGeneral Classification	CodeCode Available	1
Instance-based Counterfactual Explanations for Time Series Classification	Sep 28, 2020	Classificationcounterfactual	CodeCode Available	1
Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization	Sep 27, 2020	ClassificationDomain Generalization	CodeCode Available	1
Classification and understanding of cloud structures via satellite images with EfficientUNet	Sep 27, 2020	DecoderGeneral Classification	CodeCode Available	1
A Diagnostic Study of Explainability Techniques for Text Classification	Sep 25, 2020	ClassificationDiagnostic	CodeCode Available	1
Multi-View Brain HyperConnectome AutoEncoder For Brain State Classification	Sep 24, 2020	ClassificationGeneral Classification	CodeCode Available	1
Probabilistic Label Trees for Extreme Multi-label Classification	Sep 23, 2020	ClassificationExtreme Multi-Label Classification	CodeCode Available	1
Multiscale Context-Aware Ensemble Deep KELM for Efficient Hyperspectral Image Classification	Sep 22, 2020	Computational EfficiencyGeneral Classification	CodeCode Available	1
Multi-Modal Reasoning Graph for Scene-Text Based Fine-Grained Image Classification and Retrieval	Sep 21, 2020	Fine-Grained Image ClassificationGeneral Classification	CodeCode Available	1
A Hybrid Classification Approach using Topic Modeling and Graph Convolution Networks	Sep 19, 2020	ClassificationGeneral Classification	CodeCode Available	1
Weak-shot Fine-grained Classification via Similarity Transfer	Sep 19, 2020	ClassificationGeneral Classification	CodeCode Available	1
Multi-species Seagrass Detection and Classification from Underwater Images	Sep 18, 2020	ClassificationGeneral Classification	CodeCode Available	1
Self-Supervised Meta-Learning for Few-Shot Natural Language Classification Tasks	Sep 17, 2020	General ClassificationLanguage Modeling	CodeCode Available	1
Collaborative Training between Region Proposal Localization and Classification for Domain Adaptive Object Detection	Sep 17, 2020	Domain AdaptationGeneral Classification	CodeCode Available	1
Boosting Generalization in Bio-Signal Classification by Learning the Phase-Amplitude Coupling	Sep 16, 2020	General ClassificationSelf-Supervised Learning	CodeCode Available	1
Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification	Sep 15, 2020	COVID-19 DiagnosisGeneral Classification	CodeCode Available	1
Improving Indonesian Text Classification Using Multilingual Language Model	Sep 12, 2020	ClassificationGeneral Classification	CodeCode Available	1
Meta Learning for Few-Shot One-class Classification	Sep 11, 2020	ClassificationGeneral Classification	CodeCode Available	1
UPB at SemEval-2020 Task 6: Pretrained Language Models for Definition Extraction	Sep 11, 2020	Definition ExtractionGeneral Classification	CodeCode Available	1
Rank over Class: The Untapped Potential of Ranking in Natural Language Processing	Sep 10, 2020	ClassificationGeneral Classification	CodeCode Available	1
XCM: An Explainable Convolutional Neural Network for Multivariate Time Series Classification	Sep 10, 2020	General ClassificationTime Series	CodeCode Available	1
Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification	Sep 8, 2020	General ClassificationGraph Neural Network	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