General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 176–200 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
ADADELTA: An Adaptive Learning Rate Method	Dec 22, 2012	General Classification	CodeCode Available	1	5
Bag of Tricks for Node Classification with Graph Neural Networks	Mar 24, 2021	ClassificationGeneral Classification	CodeCode Available	1	5
BAKSA at SemEval-2020 Task 9: Bolstering CNN with Self-Attention for Sentiment Analysis of Code Mixed Text	Jul 21, 2020	General ClassificationOpinion Mining	CodeCode Available	1	5
A Ranking-based, Balanced Loss Function Unifying Classification and Localisation in Object Detection	Sep 28, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Bayesian Few-Shot Classification with One-vs-Each Pólya-Gamma Augmented Gaussian Processes	Jul 20, 2020	ClassificationGaussian Processes	CodeCode Available	1	5
Benchmarking Adversarial Robustness on Image Classification	Jun 1, 2020	Adversarial AttackAdversarial Robustness	CodeCode Available	1	5
A Practioner's Guide to Evaluating Entity Resolution Results	Sep 14, 2015	ClusteringEntity Resolution	CodeCode Available	1	5
BERT for Joint Intent Classification and Slot Filling	Feb 28, 2019	General Classificationintent-classification	CodeCode Available	1	5
Beyond Categorical Label Representations for Image Classification	Apr 6, 2021	ClassificationGeneral Classification	CodeCode Available	1	5
Bidirectional-Convolutional LSTM Based Spectral-Spatial Feature Learning for Hyperspectral Image Classification	Mar 23, 2017	General ClassificationHyperspectral Image Classification	CodeCode Available	1	5
Big Self-Supervised Models Advance Medical Image Classification	Jan 13, 2021	ClassificationContrastive Learning	CodeCode Available	1	5
Adaptive XGBoost for Evolving Data Streams	May 15, 2020	Drift DetectionGeneral Classification	CodeCode Available	1	5
Adaptive Threshold for Online Object Recognition and Re-identification Tasks	Dec 28, 2020	ClassificationFace Recognition	CodeCode Available	1	5
A Data Set and a Convolutional Model for Iconography Classification in Paintings	Oct 6, 2020	General ClassificationImage Classification	CodeCode Available	1	5
BinaryCoP: Binary Neural Network-based COVID-19 Face-Mask Wear and Positioning Predictor on Edge Devices	Feb 6, 2021	Face RecognitionGeneral Classification	CodeCode Available	1	5
BoostTree and BoostForest for Ensemble Learning	Mar 21, 2020	DiversityEnsemble Learning	CodeCode Available	1	5
Boundary-sensitive Pre-training for Temporal Localization in Videos	Nov 21, 2020	Action ClassificationClassification	CodeCode Available	1	5
BoWFire: Detection of Fire in Still Images by Integrating Pixel Color and Texture Analysis	Jun 10, 2015	Decision MakingFire Detection	CodeCode Available	1	5
EEG-based Emotional Video Classification via Learning Connectivity Structure	May 28, 2019	ClassificationEEG	CodeCode Available	1	5
Clustering Aware Classification for Risk Prediction and Subtyping in Clinical Data	Feb 23, 2021	ClassificationClustering	CodeCode Available	1	5
Can AI help in screening Viral and COVID-19 pneumonia?	Mar 29, 2020	ArticlesCOVID-19 Diagnosis	CodeCode Available	1	5
A Diagnostic Study of Explainability Techniques for Text Classification	Sep 25, 2020	ClassificationDiagnostic	CodeCode Available	1	5
Canonical Capsules: Self-Supervised Capsules in Canonical Pose	Dec 8, 2020	3D Point Cloud ReconstructionGeneral Classification	CodeCode Available	1	5
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	5
AP-Loss for Accurate One-Stage Object Detection	Aug 17, 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