General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 101–125 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
Association Graph Learning for Multi-Task Classification with Category Shifts	Oct 10, 2022	General ClassificationGraph Learning	CodeCode Available	1	5
An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction	Sep 4, 2019	BenchmarkingGeneral Classification	CodeCode Available	1	5
An Open-source Tool for Hyperspectral Image Augmentation in Tensorflow	Mar 30, 2020	Data AugmentationDeep Learning	CodeCode Available	1	5
A Computational Approach to Packet Classification	Feb 10, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Asymmetric Loss For Multi-Label Classification	Sep 29, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
A Survey on Text Classification: From Shallow to Deep Learning	Aug 2, 2020	ClassificationDeep Learning	CodeCode Available	1	5
A Corpus for Multilingual Document Classification in Eight Languages	May 24, 2018	ClassificationCross-Lingual Document Classification	CodeCode Available	1	5
R&R: Metric-guided Adversarial Sentence Generation	Apr 17, 2021	Adversarial AttackGeneral Classification	CodeCode Available	1	5
Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification	Dec 24, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Attention Transfer Network for Aspect-level Sentiment Classification	Oct 23, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
A unified framework for closed-form nonparametric regression, classification, preference and mixed problems with Skew Gaussian Processes	Dec 12, 2020	Active LearningBinary Classification	CodeCode Available	1	5
Acquisition of Localization Confidence for Accurate Object Detection	Jul 30, 2018	General ClassificationObject	CodeCode Available	1	5
Automated detection of COVID-19 cases using deep neural networks with X-ray images	Apr 28, 2020	Binary ClassificationCOVID-19 Diagnosis	CodeCode Available	1	5
Self-Supervised Graph Neural Networks for Improved Electroencephalographic Seizure Analysis	Apr 16, 2021	ClassificationEEG	CodeCode Available	1	5
1st Place Solutions for OpenImage2019 -- Object Detection and Instance Segmentation	Mar 17, 2020	General ClassificationInstance Segmentation	CodeCode Available	1	5
A new Backdoor Attack in CNNs by training set corruption without label poisoning	Feb 12, 2019	Backdoor AttackGeneral Classification	CodeCode Available	1	5
AutoMix: Unveiling the Power of Mixup for Stronger Classifiers	Mar 24, 2021	ClassificationData Augmentation	CodeCode Available	1	5
CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification	Mar 27, 2021	General Classificationimage-classification	CodeCode Available	1	5
Accumulated Polar Feature-based Deep Learning for Efficient and Lightweight Automatic Modulation Classification with Channel Compensation Mechanism	Jan 6, 2020	General Classification	CodeCode Available	1	5
Active Learning for BERT: An Empirical Study	Nov 1, 2020	Active LearningBinary text classification	CodeCode Available	1	5
An End-to-End Architecture for Keyword Spotting and Voice Activity Detection	Nov 28, 2016	Action DetectionActivity Detection	CodeCode Available	1	5
Bacteriophage classification for assembled contigs using Graph Convolutional Network	Feb 7, 2021	ClassificationDiversity	CodeCode Available	1	5
Bag of Tricks for Efficient Text Classification	Jul 6, 2016	CPUEmotion Recognition in Conversation	CodeCode Available	1	5
Bag of Tricks for Image Classification with Convolutional Neural Networks	Dec 4, 2018	Domain GeneralizationGeneral Classification	CodeCode Available	1	5
A Neural Few-Shot Text Classification Reality Check	Jan 28, 2021	ClassificationFew-Shot Text 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