General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 351–375 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
An Amharic News Text classification Dataset	Mar 10, 2021	ArticlesClassification	CodeCode Available	1	5
Correct block-design experiments mitigate temporal correlation bias in EEG classification	Nov 25, 2020	ClassificationEEG	CodeCode Available	1	5
Cost-Sensitive Regularization for Diabetic Retinopathy Grading from Eye Fundus Images	Oct 1, 2020	Diabetic Retinopathy GradingGeneral Classification	CodeCode Available	1	5
Co-trained convolutional neural networks for automated detection of prostate cancer in multi-parametric MRI	Aug 24, 2017	General Classification	CodeCode Available	1	5
Viral Pneumonia Screening on Chest X-ray Images Using Confidence-Aware Anomaly Detection	Mar 27, 2020	Anomaly DetectionBinary Classification	CodeCode Available	1	5
COVID-Twitter-BERT: A Natural Language Processing Model to Analyse COVID-19 Content on Twitter	May 15, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
ALL-IN-1: Short Text Classification with One Model for All Languages	Oct 26, 2017	AllGeneral Classification	CodeCode Available	1	5
Backdoor Attacks to Graph Neural Networks	Jun 19, 2020	Backdoor AttackGeneral Classification	CodeCode Available	1	5
A Machine Learning Benchmark for Facies Classification	Jan 12, 2019	BIG-bench Machine LearningClassification	CodeCode Available	1	5
Cross-Domain Sentiment Classification with Contrastive Learning and Mutual Information Maximization	Oct 30, 2020	Contrastive LearningGeneral Classification	CodeCode Available	1	5
Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold Mixup	Jul 1, 2020	General ClassificationManagement	CodeCode Available	1	5
Cross-modal Adversarial Reprogramming	Feb 15, 2021	ClassificationGeneral Classification	CodeCode Available	1	5
AMC-Loss: Angular Margin Contrastive Loss for Improved Explainability in Image Classification	Apr 21, 2020	General Classificationimage-classification	CodeCode Available	1	5
CyCNN: A Rotation Invariant CNN using Polar Mapping and Cylindrical Convolution Layers	Jul 21, 2020	ClassificationData Augmentation	CodeCode Available	1	5
DARTS: Differentiable Architecture Search	Jun 24, 2018	General Classificationimage-classification	CodeCode Available	1	5
Data Augmentation for Graph Neural Networks	Jun 11, 2020	Data AugmentationGeneral Classification	CodeCode Available	1	5
A Corpus for Multilingual Document Classification in Eight Languages	May 24, 2018	ClassificationCross-Lingual Document Classification	CodeCode Available	1	5
Decision Stream: Cultivating Deep Decision Trees	Apr 25, 2017	Classificationfeature selection	CodeCode Available	1	5
Decoupling Representation and Classifier for Long-Tailed Recognition	Oct 21, 2019	ClassificationGeneral Classification	CodeCode Available	1	5
Self-Supervised Graph Neural Networks for Improved Electroencephalographic Seizure Analysis	Apr 16, 2021	ClassificationEEG	CodeCode Available	1	5
Deep CNNs Meet Global Covariance Pooling: Better Representation and Generalization	Apr 15, 2019	Fine-Grained Visual RecognitionGeneral Classification	CodeCode Available	1	5
Deep Cosine Metric Learning for Person Re-Identification	Dec 2, 2018	General ClassificationMetric Learning	CodeCode Available	1	5
An Adversarial Approach for the Robust Classification of Pneumonia from Chest Radiographs	Jan 13, 2020	General ClassificationRobust classification	CodeCode Available	1	5
Deeper or Wider Networks of Point Clouds with Self-attention?	Nov 29, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
ADADELTA: An Adaptive Learning Rate Method	Dec 22, 2012	General 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