General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 451–475 of 14581 papers

Title	Date	Tasks	Status	Hype
FastMapSVM: Classifying Complex Objects Using the FastMap Algorithm and Support-Vector Machines	Apr 7, 2022	General ClassificationInterpretable Machine Learning	CodeCode Available	1
Fast Predictive Uncertainty for Classification with Bayesian Deep Networks	Mar 2, 2020	ClassificationGeneral Classification	CodeCode Available	1
FaultNet: A Deep Convolutional Neural Network for bearing fault classification	Oct 5, 2020	BIG-bench Machine LearningClassification	CodeCode Available	1
FBCNet: A Multi-view Convolutional Neural Network for Brain-Computer Interface	Mar 17, 2021	Binary ClassificationBrain Computer Interface	CodeCode Available	1
ADADELTA: An Adaptive Learning Rate Method	Dec 22, 2012	General Classification	CodeCode Available	1
Feature Pyramid Network for Multi-Class Land Segmentation	Jun 9, 2018	DecoderGeneral Classification	CodeCode Available	1
Fewer is More: A Deep Graph Metric Learning Perspective Using Fewer Proxies	Oct 26, 2020	General ClassificationGraph Classification	CodeCode Available	1
Few-shot Classification via Adaptive Attention	Aug 6, 2020	ClassificationFew-Shot Learning	CodeCode Available	1
Few-Shot Learning on Graphs via Super-Classes based on Graph Spectral Measures	Feb 27, 2020	Active LearningClassification	CodeCode Available	1
Few-Shot One-Class Classification via Meta-Learning	Jul 8, 2020	Anomaly DetectionClassification	CodeCode Available	1
Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network	Jun 10, 2020	Few-Shot LearningGeneral Classification	CodeCode Available	1
Few-shot Text Classification with Distributional Signatures	Aug 16, 2019	ClassificationFew-Shot Text Classification	CodeCode Available	1
1st Place Solutions for OpenImage2019 -- Object Detection and Instance Segmentation	Mar 17, 2020	General ClassificationInstance Segmentation	CodeCode Available	1
Fine-Grained 3D Shape Classification with Hierarchical Part-View Attentions	May 26, 2020	3D Shape ClassificationGeneral Classification	CodeCode Available	1
Fine-grained Image Classification and Retrieval by Combining Visual and Locally Pooled Textual Features	Jan 14, 2020	ClassificationDiversity	CodeCode Available	1
Fine-grained Information Status Classification Using Discourse Context-Aware BERT	Oct 26, 2020	General Classification	CodeCode Available	1
An Adversarial Approach for the Robust Classification of Pneumonia from Chest Radiographs	Jan 13, 2020	General ClassificationRobust classification	CodeCode Available	1
Fixing Localization Errors to Improve Image Classification	Aug 1, 2020	ClassificationGeneral Classification	CodeCode Available	1
Focus Longer to See Better:Recursively Refined Attention for Fine-Grained Image Classification	May 22, 2020	Fine-Grained Image ClassificationGeneral Classification	CodeCode Available	1
Adaptive Checkpoint Adjoint Method for Gradient Estimation in Neural ODE	Jun 3, 2020	General Classificationimage-classification	CodeCode Available	1
FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification	Nov 11, 2020	ClassificationDecoder	CodeCode Available	1
Clipped Hyperbolic Classifiers Are Super-Hyperbolic Classifiers	Jul 23, 2021	Adversarial RobustnessGeneral Classification	CodeCode Available	1
An Amharic News Text classification Dataset	Mar 10, 2021	ArticlesClassification	CodeCode Available	1
Fruit Quality and Defect Image Classification with Conditional GAN Data Augmentation	Apr 12, 2021	ClassificationData Augmentation	CodeCode Available	1
An End-to-End Architecture for Keyword Spotting and Voice Activity Detection	Nov 28, 2016	Action DetectionActivity Detection	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