General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 551–575 of 14581 papers

Title	Date	Tasks	Status	Hype
A Diagnostic Study of Explainability Techniques for Text Classification	Sep 25, 2020	ClassificationDiagnostic	CodeCode Available	1
Background Data Resampling for Outlier-Aware Classification	Jun 1, 2020	ClassificationGeneral Classification	CodeCode Available	1
A Neural Few-Shot Text Classification Reality Check	Jan 28, 2021	ClassificationFew-Shot Text Classification	CodeCode Available	1
An evidential classifier based on Dempster-Shafer theory and deep learning	Mar 25, 2021	ClassificationGeneral Classification	CodeCode Available	1
Bag of Tricks for Node Classification with Graph Neural Networks	Mar 24, 2021	ClassificationGeneral Classification	CodeCode Available	1
BAKSA at SemEval-2020 Task 9: Bolstering CNN with Self-Attention for Sentiment Analysis of Code Mixed Text	Jul 21, 2020	General ClassificationOpinion Mining	CodeCode Available	1
A Deep Graph Wavelet Convolutional Neural Network for Semi-supervised Node Classification	Feb 19, 2021	General ClassificationNode Classification	CodeCode Available	1
Barlow Twins: Self-Supervised Learning via Redundancy Reduction	Mar 4, 2021	General ClassificationImage Classification	CodeCode Available	1
3D Deformable Convolutions for MRI classification	Nov 5, 2019	ClassificationGeneral Classification	CodeCode Available	1
A Data Set and a Convolutional Model for Iconography Classification in Paintings	Oct 6, 2020	General ClassificationImage Classification	CodeCode Available	1
An Empirical Survey of Data Augmentation for Time Series Classification with Neural Networks	Jul 31, 2020	Data AugmentationGeneral Classification	CodeCode Available	1
A deep learning architecture for temporal sleep stage classification using multivariate and multimodal time series	Jul 5, 2017	ClassificationEEG	CodeCode Available	1
Beyond Categorical Label Representations for Image Classification	Apr 6, 2021	ClassificationGeneral Classification	CodeCode Available	1
Bias in Bios: A Case Study of Semantic Representation Bias in a High-Stakes Setting	Jan 27, 2019	ClassificationGeneral Classification	CodeCode Available	1
Big Self-Supervised Models Advance Medical Image Classification	Jan 13, 2021	ClassificationContrastive Learning	CodeCode Available	1
BIKED: A Dataset for Computational Bicycle Design with Machine Learning Benchmarks	Mar 10, 2021	BIG-bench Machine LearningDesign Synthesis	CodeCode Available	1
High-parallelism Inception-like Spiking Neural Networks for Unsupervised Feature Learning	Dec 2, 2019	General ClassificationImage Classification	CodeCode Available	1
Towards More Practical Adversarial Attacks on Graph Neural Networks	Jun 9, 2020	ClassificationGeneral Classification	CodeCode Available	1
Denoised Smoothing: A Provable Defense for Pretrained Classifiers	Mar 4, 2020	General Classificationimage-classification	CodeCode Available	1
Boosted Cascaded Convnets for Multilabel Classification of Thoracic Diseases in Chest Radiographs	Nov 23, 2017	Deep LearningGeneral Classification	CodeCode Available	1
Boundary-sensitive Pre-training for Temporal Localization in Videos	Nov 21, 2020	Action ClassificationClassification	CodeCode Available	1
Bounding Boxes Are All We Need: Street View Image Classification via Context Encoding of Detected Buildings	Oct 3, 2020	AllGeneral Classification	CodeCode Available	1
EEG-based Emotional Video Classification via Learning Connectivity Structure	May 28, 2019	ClassificationEEG	CodeCode Available	1
Breast Cancer Histopathology Image Classification and Localization using Multiple Instance Learning	Feb 16, 2020	ClassificationGeneral Classification	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