General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 926–950 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
Self-Supervised Classification Network	Mar 19, 2021	ClassificationClustering	CodeCode Available	1	5
1st Place Solutions for OpenImage2019 -- Object Detection and Instance Segmentation	Mar 17, 2020	General ClassificationInstance Segmentation	CodeCode Available	1	5
Contemplating real-world object classification	Mar 8, 2021	ClassificationData Augmentation	CodeCode Available	1	5
Context-aware Attentional Pooling (CAP) for Fine-grained Visual Classification	Jan 17, 2021	Fine-Grained Image ClassificationGeneral Classification	CodeCode Available	1	5
Self-supervised Spatio-temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics	Apr 7, 2019	Action RecognitionGeneral Classification	CodeCode Available	1	5
Semantic Line Detection and Its Applications	Oct 1, 2017	ClassificationGeneral Classification	CodeCode Available	1	5
Semantic Pyramid for Image Generation	Mar 13, 2020	General ClassificationImage Generation	CodeCode Available	1	5
Semi-Supervised Deep Learning for Abnormality Classification in Retinal Images	Dec 19, 2018	Deep LearningGeneral Classification	CodeCode Available	1	5
Semi-supervised Gated Recurrent Neural Networks for Robotic Terrain Classification	Nov 24, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
A Machine Learning Benchmark for Facies Classification	Jan 12, 2019	BIG-bench Machine LearningClassification	CodeCode Available	1	5
Semi-supervised Neural Chord Estimation Based on a Variational Autoencoder with Latent Chord Labels and Features	May 14, 2020	General ClassificationVariational Inference	CodeCode Available	1	5
Contextualized Weak Supervision for Text Classification	Jul 1, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Semi-Supervised Temporal Action Detection with Proposal-Free Masking	Jul 14, 2022	Action DetectionGeneral Classification	CodeCode Available	1	5
Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification	Sep 15, 2020	COVID-19 DiagnosisGeneral Classification	CodeCode Available	1	5
Sentimental LIAR: Extended Corpus and Deep Learning Models for Fake Claim Classification	Sep 1, 2020	Cultural Vocal Bursts Intensity PredictionEmotion Recognition	CodeCode Available	1	5
Adaptive Checkpoint Adjoint Method for Gradient Estimation in Neural ODE	Jun 3, 2020	General Classificationimage-classification	CodeCode Available	1	5
SERRANT: a syntactic classifier for English Grammatical Error Types	Apr 6, 2021	General Classification	CodeCode Available	1	5
Contributions of Shape, Texture, and Color in Visual Recognition	Jul 19, 2022	AttributeGeneral Classification	CodeCode Available	1	5
SimPLE: Similar Pseudo Label Exploitation for Semi-Supervised Classification	Mar 30, 2021	ClassificationGeneral Classification	CodeCode Available	1	5
CTCModel: a Keras Model for Connectionist Temporal Classification	Jan 23, 2019	ClassificationGeneral Classification	CodeCode Available	1	5
Contrastive Multi-View Representation Learning on Graphs	Jun 10, 2020	General ClassificationGraph 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
Controlled abstention neural networks for identifying skillful predictions for classification problems	Apr 16, 2021	General Classification	CodeCode Available	1	5
SISE-PC: Semi-supervised Image Subsampling for Explainable Pathology	Feb 23, 2021	Active LearningGeneral Classification	CodeCode Available	1	5
Learning Robust Global Representations by Penalizing Local Predictive Power	May 29, 2019	Domain AdaptationDomain Generalization	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