General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 551–575 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
A Fully Hyperbolic Neural Model for Hierarchical Multi-Class Classification	Oct 5, 2020	ClassificationEntity Typing	CodeCode Available	1	5
Coherent Hierarchical Multi-Label Classification Networks	Oct 20, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Cold-Start Aware User and Product Attention for Sentiment Classification	Jun 14, 2018	ClassificationGeneral Classification	CodeCode Available	1	5
Collaborative Training between Region Proposal Localization and Classification for Domain Adaptive Object Detection	Sep 17, 2020	Domain AdaptationGeneral Classification	CodeCode Available	1	5
Complementary-Label Learning for Arbitrary Losses and Models	Oct 10, 2018	General ClassificationImage Classification	CodeCode Available	1	5
Compositional Convolutional Neural Networks: A Deep Architecture with Innate Robustness to Partial Occlusion	Mar 10, 2020	General Classification	CodeCode Available	1	5
A Deep Graph Wavelet Convolutional Neural Network for Semi-supervised Node Classification	Feb 19, 2021	General ClassificationNode Classification	CodeCode Available	1	5
A Generic Visualization Approach for Convolutional Neural Networks	Jul 19, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
3D Deformable Convolutions for MRI classification	Nov 5, 2019	ClassificationGeneral Classification	CodeCode Available	1	5
Aggregated Residual Transformations for Deep Neural Networks	Nov 16, 2016	Domain GeneralizationGeneral Classification	CodeCode Available	1	5
Consistency-based Active Learning for Object Detection	Mar 18, 2021	Active LearningClassification	CodeCode Available	1	5
A deep learning architecture for temporal sleep stage classification using multivariate and multimodal time series	Jul 5, 2017	ClassificationEEG	CodeCode Available	1	5
A Hybrid Classification Approach using Topic Modeling and Graph Convolution Networks	Sep 19, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
A ground-truth dataset and classification model for detecting bots in GitHub issue and PR comments	Oct 7, 2020	ClassificationGeneral Classification	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
AID: A Benchmark Dataset for Performance Evaluation of Aerial Scene Classification	Aug 18, 2016	Aerial Scene ClassificationClassification	CodeCode Available	1	5
Contrastive Learning for Sports Video: Unsupervised Player Classification	Apr 15, 2021	ClassificationContrastive Learning	CodeCode Available	1	5
A kernel-based quantum random forest for improved classification	Oct 5, 2022	General ClassificationQuantum Machine Learning	CodeCode Available	1	5
AIDeveloper: deep learning image classification in life science and beyond	Mar 5, 2020	Blood Cell CountClassification	CodeCode Available	1	5
Controlled abstention neural networks for identifying skillful predictions for classification problems	Apr 16, 2021	General Classification	CodeCode Available	1	5
Convolutional Neural Networks for Classification of Alzheimer's Disease: Overview and Reproducible Evaluation	Apr 16, 2019	General ClassificationModel Selection	CodeCode Available	1	5
Convolutional Neural Networks for Sentence Classification	Aug 25, 2014	Emotion Recognition in ConversationGeneral Classification	CodeCode Available	1	5
Convolutional Radio Modulation Recognition Networks	Feb 12, 2016	General ClassificationTime Series	CodeCode Available	1	5
Boundary-sensitive Pre-training for Temporal Localization in Videos	Nov 21, 2020	Action ClassificationClassification	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