General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 126–150 of 14581 papers

Title	Date	Tasks	Status	Hype
Robust Self-Ensembling Network for Hyperspectral Image Classification	Apr 8, 2021	ClassificationGeneral Classification	CodeCode Available	1
DeepI2P: Image-to-Point Cloud Registration via Deep Classification	Apr 8, 2021	ClassificationGeneral Classification	CodeCode Available	1
Contrastive Learning of Global-Local Video Representations	Apr 7, 2021	ClassificationContrastive Learning	CodeCode Available	1
IndoFashion : Apparel Classification for Indian Ethnic Clothes	Apr 6, 2021	ClassificationGeneral Classification	CodeCode Available	1
SERRANT: a syntactic classifier for English Grammatical Error Types	Apr 6, 2021	General Classification	CodeCode Available	1
Beyond Categorical Label Representations for Image Classification	Apr 6, 2021	ClassificationGeneral Classification	CodeCode Available	1
LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference	Apr 2, 2021	CPUGeneral Classification	CodeCode Available	1
A Realistic Evaluation of Semi-Supervised Learning for Fine-Grained Classification	Apr 1, 2021	General ClassificationTransfer Learning	CodeCode Available	1
Remote Sensing Image Classification with the SEN12MS Dataset	Apr 1, 2021	BenchmarkingClassification	CodeCode Available	1
SpectralNET: Exploring Spatial-Spectral WaveletCNN for Hyperspectral Image Classification	Apr 1, 2021	ClassificationGeneral Classification	CodeCode Available	1
Parameterized Hypercomplex Graph Neural Networks for Graph Classification	Mar 30, 2021	ClassificationGeneral Classification	CodeCode Available	1
SimPLE: Similar Pseudo Label Exploitation for Semi-Supervised Classification	Mar 30, 2021	ClassificationGeneral Classification	CodeCode Available	1
Active Learning for Deep Object Detection via Probabilistic Modeling	Mar 30, 2021	Active LearningClassification	CodeCode Available	1
Distribution Alignment: A Unified Framework for Long-tail Visual Recognition	Mar 30, 2021	General Classificationimage-classification	CodeCode Available	1
ViViT: A Video Vision Transformer	Mar 29, 2021	Action ClassificationAction Recognition	CodeCode Available	1
von Mises-Fisher Loss: An Exploration of Embedding Geometries for Supervised Learning	Mar 29, 2021	ClassificationFew-Shot Learning	CodeCode Available	1
Busy-Quiet Video Disentangling for Video Classification	Mar 29, 2021	Action ClassificationAction Recognition	CodeCode Available	1
Strong Optimal Classification Trees	Mar 29, 2021	Binary ClassificationClassification	CodeCode Available	1
CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification	Mar 27, 2021	General Classificationimage-classification	CodeCode Available	1
Abuse is Contextual, What about NLP? The Role of Context in Abusive Language Annotation and Detection	Mar 27, 2021	Abusive LanguageGeneral Classification	CodeCode Available	1
Gated Transformer Networks for Multivariate Time Series Classification	Mar 26, 2021	ClassificationGeneral Classification	CodeCode Available	1
MedSelect: Selective Labeling for Medical Image Classification Combining Meta-Learning with Deep Reinforcement Learning	Mar 26, 2021	Deep Reinforcement LearningGeneral Classification	CodeCode Available	1
MetaAlign: Coordinating Domain Alignment and Classification for Unsupervised Domain Adaptation	Mar 25, 2021	ClassificationDomain Adaptation	CodeCode Available	1
Universal Representation Learning from Multiple Domains for Few-shot Classification	Mar 25, 2021	ClassificationFew-Shot Image Classification	CodeCode Available	1
An evidential classifier based on Dempster-Shafer theory and deep learning	Mar 25, 2021	ClassificationGeneral 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