General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 526–550 of 14581 papers

Title	Date	Tasks	Status	Hype
Distribution-free binary classification: prediction sets, confidence intervals and calibration	Jun 18, 2020	Binary ClassificationClassification	CodeCode Available	1
Tent: Fully Test-time Adaptation by Entropy Minimization	Jun 18, 2020	Domain AdaptationGeneral Classification	CodeCode Available	1
ChestX-Det10: Chest X-ray Dataset on Detection of Thoracic Abnormalities	Jun 17, 2020	ClassificationGeneral Classification	CodeCode Available	1
The MCC-F1 curve: a performance evaluation technique for binary classification	Jun 17, 2020	Binary ClassificationGeneral Classification	CodeCode Available	1
GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training	Jun 17, 2020	Contrastive LearningGeneral Classification	CodeCode Available	1
Improving accuracy and speeding up Document Image Classification through parallel systems	Jun 16, 2020	Document Classificationdocument-image-classification	CodeCode Available	1
Document Classification for COVID-19 Literature	Jun 15, 2020	ArticlesClassification	CodeCode Available	1
Multiscale Deep Equilibrium Models	Jun 15, 2020	General Classificationimage-classification	CodeCode Available	1
Finding trainable sparse networks through Neural Tangent Transfer	Jun 15, 2020	General Classification	CodeCode Available	1
ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping	Jun 15, 2020	ClassificationGeneral Classification	CodeCode Available	1
A Variational Algorithm for Quantum Neural Networks	Jun 15, 2020	DescriptiveGeneral Classification	CodeCode Available	1
Stream-51: Streaming Classification and Novelty Detection from Videos	Jun 14, 2020	ClassificationGeneral Classification	CodeCode Available	1
Data Augmentation for Graph Neural Networks	Jun 11, 2020	Data AugmentationGeneral Classification	CodeCode Available	1
Achieving robustness in classification using optimal transport with hinge regularization	Jun 11, 2020	Adversarial RobustnessBinary Classification	CodeCode Available	1
Learning a Unified Sample Weighting Network for Object Detection	Jun 11, 2020	General ClassificationObject	CodeCode Available	1
Discrete Latent Variable Representations for Low-Resource Text Classification	Jun 11, 2020	ClassificationGeneral Classification	CodeCode Available	1
VirTex: Learning Visual Representations from Textual Annotations	Jun 11, 2020	General ClassificationImage Captioning	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
Contrastive Multi-View Representation Learning on Graphs	Jun 10, 2020	General ClassificationGraph Classification	CodeCode Available	1
Towards More Practical Adversarial Attacks on Graph Neural Networks	Jun 9, 2020	ClassificationGeneral Classification	CodeCode Available	1
SEFR: A Fast Linear-Time Classifier for Ultra-Low Power Devices	Jun 8, 2020	General Classification	CodeCode Available	1
A Self-supervised Approach for Adversarial Robustness	Jun 8, 2020	Adversarial RobustnessGeneral Classification	CodeCode Available	1
Lorentz Group Equivariant Neural Network for Particle Physics	Jun 8, 2020	General Classification	CodeCode Available	1
Multi-view Contrastive Learning for Online Knowledge Distillation	Jun 7, 2020	ClassificationContrastive Learning	CodeCode Available	1
Entropic Out-of-Distribution Detection: Seamless Detection of Unknown Examples	Jun 7, 2020	General ClassificationMetric Learning	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