General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 401–425 of 14581 papers

Title	Date	Tasks	Status	Hype
Destruction and Construction Learning for Fine-Grained Image Recognition	Jun 1, 2019	ClassificationFine-Grained Image Classification	CodeCode Available	1
Detecting Deepfakes with Metric Learning	Mar 19, 2020	Data CompressionFace Swapping	CodeCode Available	1
DiagSet: a dataset for prostate cancer histopathological image classification	May 9, 2021	ClassificationGeneral Classification	CodeCode Available	1
DialogueRNN: An Attentive RNN for Emotion Detection in Conversations	Nov 1, 2018	Emotion ClassificationEmotion Recognition in Conversation	CodeCode Available	1
Diffusion Mechanism in Residual Neural Network: Theory and Applications	May 7, 2021	Binary ClassificationClassification	CodeCode Available	1
Directional Statistics-based Deep Metric Learning for Image Classification and Retrieval	Feb 27, 2018	General Classificationimage-classification	CodeCode Available	1
Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning	Mar 9, 2020	Few-Shot LearningGeneral Classification	CodeCode Available	1
Disentangled Variational Autoencoder based Multi-Label Classification with Covariance-Aware Multivariate Probit Model	Jul 12, 2020	DecoderGeneral Classification	CodeCode Available	1
Distribution Alignment: A Unified Framework for Long-tail Visual Recognition	Mar 30, 2021	General Classificationimage-classification	CodeCode Available	1
Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets	Jul 19, 2020	Binary ClassificationGeneral Classification	CodeCode Available	1
Diverse Temporal Aggregation and Depthwise Spatiotemporal Factorization for Efficient Video Classification	Dec 1, 2020	3D ArchitectureAction Recognition	CodeCode Available	1
DocBERT: BERT for Document Classification	Apr 17, 2019	ClassificationDocument Classification	CodeCode Available	1
Document Classification for COVID-19 Literature	Jun 15, 2020	ArticlesClassification	CodeCode Available	1
SPECTER: Document-level Representation Learning using Citation-informed Transformers	Apr 15, 2020	Citation PredictionDocument Classification	CodeCode Available	1
InceptionTime: Finding AlexNet for Time Series Classification	Sep 11, 2019	Deep LearningGeneral Classification	CodeCode Available	1
DropClass and DropAdapt: Dropping classes for deep speaker representation learning	Feb 2, 2020	General ClassificationRepresentation Learning	CodeCode Available	1
Active Learning for BERT: An Empirical Study	Nov 1, 2020	Active LearningBinary text classification	CodeCode Available	1
Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive Learning	Nov 17, 2020	ClassificationContrastive Learning	CodeCode Available	1
Early-Learning Regularization Prevents Memorization of Noisy Labels	Jun 30, 2020	General ClassificationImage Classification	CodeCode Available	1
Active Learning for Deep Object Detection via Probabilistic Modeling	Mar 30, 2021	Active LearningClassification	CodeCode Available	1
ECG arrhythmia classification using a 2-D convolutional neural network	Apr 18, 2018	Arrhythmia DetectionData Augmentation	CodeCode Available	1
An Amharic News Text classification Dataset	Mar 10, 2021	ArticlesClassification	CodeCode Available	1
Efficient Set-Valued Prediction in Multi-Class Classification	Jun 19, 2019	ClassificationGeneral Classification	CodeCode Available	1
Efficient and Compact Convolutional Neural Network Architectures for Non-temporal Real-time Fire Detection	Oct 17, 2020	Binary ClassificationClassification	CodeCode Available	1
An Adversarial Approach for the Robust Classification of Pneumonia from Chest Radiographs	Jan 13, 2020	General ClassificationRobust classification	CodeCode Available	1

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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