General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 226–250 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
A Generic Visualization Approach for Convolutional Neural Networks	Jul 19, 2020	ClassificationGeneral Classification	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
Contextualized Weak Supervision for Text Classification	Jul 1, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Aggregated Residual Transformations for Deep Neural Networks	Nov 16, 2016	Domain GeneralizationGeneral 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
1st Place Solutions for OpenImage2019 -- Object Detection and Instance Segmentation	Mar 17, 2020	General ClassificationInstance Segmentation	CodeCode Available	1	5
Contributions of Shape, Texture, and Color in Visual Recognition	Jul 19, 2022	AttributeGeneral 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
Convolutional Neural Networks for Classification of Alzheimer's Disease: Overview and Reproducible Evaluation	Apr 16, 2019	General ClassificationModel Selection	CodeCode Available	1	5
A Hybrid Classification Approach using Topic Modeling and Graph Convolution Networks	Sep 19, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Convolutional Radio Modulation Recognition Networks	Feb 12, 2016	General ClassificationTime Series	CodeCode Available	1	5
CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification	Mar 27, 2021	General Classificationimage-classification	CodeCode Available	1	5
CorGAN: Correlation-Capturing Convolutional Generative Adversarial Networks for Generating Synthetic Healthcare Records	Jan 25, 2020	Disease PredictionGeneral Classification	CodeCode Available	1	5
ViViT: A Video Vision Transformer	Mar 29, 2021	Action ClassificationAction Recognition	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
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
COVID-Twitter-BERT: A Natural Language Processing Model to Analyse COVID-19 Content on Twitter	May 15, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Crop Classification under Varying Cloud Cover with Neural Ordinary Differential Equations	Dec 4, 2020	Crop ClassificationEarth Observation	CodeCode Available	1	5
Achieving robustness in classification using optimal transport with hinge regularization	Jun 11, 2020	Adversarial RobustnessBinary Classification	CodeCode Available	1	5
Cross-Domain Few-Shot Classification via Adversarial Task Augmentation	Apr 29, 2021	ClassificationCross-Domain Few-Shot	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
Curriculum learning for improved femur fracture classification: scheduling data with prior knowledge and uncertainty	Jul 31, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
A Structured Self-attentive Sentence Embedding	Mar 9, 2017	Author ProfilingGeneral 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