General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 951–975 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification	Mar 27, 2021	General Classificationimage-classification	CodeCode Available	1	5
Convolutional Neural Networks for Sentence Classification	Aug 25, 2014	Emotion Recognition in ConversationGeneral Classification	CodeCode Available	1	5
DDRel: A New Dataset for Interpersonal Relation Classification in Dyadic Dialogues	Dec 4, 2020	Dialog Relation ExtractionGeneral Classification	CodeCode Available	1	5
SOLO: Segmenting Objects by Locations	Dec 10, 2019	ClusteringGeneral Classification	CodeCode Available	1	5
SoundCLR: Contrastive Learning of Representations For Improved Environmental Sound Classification	Mar 2, 2021	Contrastive LearningData Augmentation	CodeCode Available	1	5
SoundNet: Learning Sound Representations from Unlabeled Video	Oct 27, 2016	General Classification	CodeCode Available	1	5
Convolutional Radio Modulation Recognition Networks	Feb 12, 2016	General ClassificationTime Series	CodeCode Available	1	5
Convolutional Recurrent Neural Networks for Music Classification	Sep 14, 2016	General ClassificationMusic Classification	CodeCode Available	1	5
ViViT: A Video Vision Transformer	Mar 29, 2021	Action ClassificationAction Recognition	CodeCode Available	1	5
Counterfactual Generative Networks	Jan 15, 2021	Classificationcounterfactual	CodeCode Available	1	5
Learning Robust Global Representations by Penalizing Local Predictive Power	May 29, 2019	Domain AdaptationDomain Generalization	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
Adaptive Threshold for Online Object Recognition and Re-identification Tasks	Dec 28, 2020	ClassificationFace Recognition	CodeCode Available	1	5
Squared Earth Mover's Distance-based Loss for Training Deep Neural Networks	Nov 17, 2016	Age ClassificationGeneral 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
Stacked DeBERT: All Attention in Incomplete Data for Text Classification	Jan 1, 2020	AllChatbot	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
Counterfactual Visual Explanations	Apr 16, 2019	counterfactualGeneral Classification	CodeCode Available	1	5
STRAPPER: Preference-based Reinforcement Learning via Self-training Augmentation and Peer Regularization	Jul 19, 2023	General Classificationreinforcement-learning	CodeCode Available	1	5
A Machine Learning Benchmark for Facies Classification	Jan 12, 2019	BIG-bench Machine LearningClassification	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
Streaming Graph Neural Networks	Oct 24, 2018	Community DetectionGeneral Classification	CodeCode Available	1	5
stream-learn -- open-source Python library for difficult data stream batch analysis	Jan 29, 2020	Binary ClassificationClassification	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

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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