General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 426–450 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
EPNet: Enhancing Point Features with Image Semantics for 3D Object Detection	Jul 17, 2020	3D Object DetectionGeneral Classification	CodeCode Available	1	5
Establishing Baselines for Text Classification in Low-Resource Languages	May 5, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification	Aug 31, 2017	Earth ObservationGeneral Classification	CodeCode Available	1	5
A Ranking-based, Balanced Loss Function Unifying Classification and Localisation in Object Detection	Sep 28, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Evaluating surgical skills from kinematic data using convolutional neural networks	Jun 7, 2018	General ClassificationSkills Assessment	CodeCode Available	1	5
EXACT: How to Train Your Accuracy	May 19, 2022	General Classificationimage-classification	CodeCode Available	1	5
Training Normalizing Flows with the Information Bottleneck for Competitive Generative Classification	Jan 17, 2020	General ClassificationOut-of-Distribution Detection	CodeCode Available	1	5
Explainable Multivariate Time Series Classification: A Deep Neural Network Which Learns To Attend To Important Variables As Well As Informative Time Intervals	Nov 23, 2020	Explainable ModelsGeneral Classification	CodeCode Available	1	5
Are These Birds Similar: Learning Branched Networks for Fine-grained Representations	Jan 16, 2020	ClassificationDocument Text Classification	CodeCode Available	1	5
Explanations based on the Missing: Towards Contrastive Explanations with Pertinent Negatives	Feb 21, 2018	General Classification	CodeCode Available	1	5
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference	Jan 21, 2020	Few-Shot Text ClassificationGeneral Classification	CodeCode Available	1	5
Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network	Feb 22, 2020	Aspect-Based Sentiment Analysis (ABSA)Classification	CodeCode Available	1	5
Exploiting Unsupervised Data for Emotion Recognition in Conversations	Oct 2, 2020	Emotion Recognition in ConversationGeneral Classification	CodeCode Available	1	5
Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed	May 27, 2022	BenchmarkingBinary Classification	CodeCode Available	1	5
Fair and Optimal Classification via Post-Processing	Nov 3, 2022	AttributeClassification	CodeCode Available	1	5
Say No to the Discrimination: Learning Fair Graph Neural Networks with Limited Sensitive Attribute Information	Sep 3, 2020	AttributeFairness	CodeCode Available	1	5
Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment	Oct 26, 2016	Decision MakingFairness	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
A Self-Attention Network based Node Embedding Model	Jun 22, 2020	General ClassificationLink Prediction	CodeCode Available	1	5
A Self-ensembling Framework for Semi-supervised Knee Cartilage Defects Assessment with Dual-Consistency	May 19, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
A Self-supervised Approach for Adversarial Robustness	Jun 8, 2020	Adversarial RobustnessGeneral Classification	CodeCode Available	1	5
FaultNet: A Deep Convolutional Neural Network for bearing fault classification	Oct 5, 2020	BIG-bench Machine LearningClassification	CodeCode Available	1	5
FBCNet: A Multi-view Convolutional Neural Network for Brain-Computer Interface	Mar 17, 2021	Binary ClassificationBrain Computer Interface	CodeCode Available	1	5
Feature Extraction for Hyperspectral Imagery: The Evolution from Shallow to Deep (Overview and Toolbox)	Mar 5, 2020	General ClassificationHyperspectral Image Classification	CodeCode Available	1	5
Bag of Tricks for Node Classification with Graph Neural Networks	Mar 24, 2021	ClassificationGeneral 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	XBNET	Accuracy	100	—	Unverified
2	MONT3	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