General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 776–800 of 14581 papers

Title	Date	Tasks	Status	Hype
Interactive Classification by Asking Informative Questions	Nov 9, 2019	ClassificationGeneral Classification	CodeCode Available	1
Interpretation of 3D CNNs for Brain MRI Data Classification	Jun 20, 2020	ClassificationGeneral Classification	CodeCode Available	1
Interpretable multiclass classification by MDL-based rule lists	May 1, 2019	ClassificationGeneral Classification	CodeCode Available	1
Interpretable Time-series Classification on Few-shot Samples	Jun 3, 2020	ClassificationFew-Shot Learning	CodeCode Available	1
AudioMNIST: Exploring Explainable Artificial Intelligence for Audio Analysis on a Simple Benchmark	Jul 9, 2018	Audio ClassificationDecision Making	CodeCode Available	1
IntrA: 3D Intracranial Aneurysm Dataset for Deep Learning	Mar 2, 2020	Deep LearningGeneral Classification	CodeCode Available	1
Invariant Information Clustering for Unsupervised Image Classification and Segmentation	Jul 17, 2018	ClusteringGeneral Classification	CodeCode Available	1
Is normalization indispensable for training deep neural network?	Dec 1, 2020	General Classificationimage-classification	CodeCode Available	1
A pipeline for fair comparison of graph neural networks in node classification tasks	Dec 19, 2020	Data AugmentationGeneral Classification	CodeCode Available	1
Iterative weak/self-supervised classification framework for abnormal events detection	Jan 3, 2021	Abnormal Event Detection In VideoAnomaly Detection	CodeCode Available	1
JCS: An Explainable COVID-19 Diagnosis System by Joint Classification and Segmentation	Apr 15, 2020	COVID-19 DiagnosisDiagnostic	CodeCode Available	1
Are These Birds Similar: Learning Branched Networks for Fine-grained Representations	Jan 16, 2020	ClassificationDocument Text Classification	CodeCode Available	1
KINNEWS and KIRNEWS: Benchmarking Cross-Lingual Text Classification for Kinyarwanda and Kirundi	Oct 23, 2020	ArticlesBenchmarking	CodeCode Available	1
Knowledge Distillation for BERT Unsupervised Domain Adaptation	Oct 22, 2020	Domain AdaptationGeneral Classification	CodeCode Available	1
An End-to-End Architecture for Keyword Spotting and Voice Activity Detection	Nov 28, 2016	Action DetectionActivity Detection	CodeCode Available	1
Label Contrastive Coding based Graph Neural Network for Graph Classification	Jan 14, 2021	ClassificationContrastive Learning	CodeCode Available	1
Label-Efficient Learning on Point Clouds using Approximate Convex Decompositions	Mar 30, 2020	General ClassificationRepresentation Learning	CodeCode Available	1
Label Refinery: Improving ImageNet Classification through Label Progression	May 7, 2018	ClassificationGeneral Classification	CodeCode Available	1
Land Cover Classification from Remote Sensing Images Based on Multi-Scale Fully Convolutional Network	Aug 1, 2020	General ClassificationLand Cover Classification	CodeCode Available	1
An Empirical Survey of Data Augmentation for Time Series Classification with Neural Networks	Jul 31, 2020	Data AugmentationGeneral Classification	CodeCode Available	1
Large Scale Multimodal Classification Using an Ensemble of Transformer Models and Co-Attention	Nov 23, 2020	ClassificationGeneral Classification	CodeCode Available	1
Large-Scale Video Classification with Convolutional Neural Networks	Jun 23, 2014	Action RecognitionClassification	CodeCode Available	1
Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification	Mar 17, 2020	Action ClassificationClassification	CodeCode Available	1
Abuse is Contextual, What about NLP? The Role of Context in Abusive Language Annotation and Detection	Mar 27, 2021	Abusive LanguageGeneral Classification	CodeCode Available	1
A Neural Few-Shot Text Classification Reality Check	Jan 28, 2021	ClassificationFew-Shot Text 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	XBNET	Accuracy	100	—	Unverified
2	MONT3	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