General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 276–300 of 14581 papers

Title	Date	Tasks	Status	Hype
Attentional-Biased Stochastic Gradient Descent	Dec 13, 2020	ClassificationGeneral Classification	CodeCode Available	1
A unified framework for closed-form nonparametric regression, classification, preference and mixed problems with Skew Gaussian Processes	Dec 12, 2020	Active LearningBinary Classification	CodeCode Available	1
Classifying Breast Histopathology Images with a Ductal Instance-Oriented Pipeline	Dec 11, 2020	DiagnosticGeneral Classification	CodeCode Available	1
Multi-direction Networks with Attentional Spectral Prior for Hyperspectral Image Classification	Dec 11, 2020	General ClassificationHyperspectral Image Classification	CodeCode Available	1
SE-ECGNet: A Multi-scale Deep Residual Network with Squeeze-and-Excitation Module for ECG Signal Classification	Dec 10, 2020	ClassificationGeneral Classification	CodeCode Available	1
What Makes for End-to-End Object Detection?	Dec 10, 2020	General ClassificationObject	CodeCode Available	1
Anomaly Detection in Time Series with Triadic Motif Fields and Application in Atrial Fibrillation ECG Classification	Dec 9, 2020	Anomaly DetectionAtrial Fibrillation Detection	CodeCode Available	1
Label Confusion Learning to Enhance Text Classification Models	Dec 9, 2020	ClassificationGeneral Classification	CodeCode Available	1
Entropy Maximization and Meta Classification for Out-Of-Distribution Detection in Semantic Segmentation	Dec 9, 2020	General ClassificationOut-of-Distribution Detection	CodeCode Available	1
MOCCA: Multi-Layer One-Class ClassificAtion for Anomaly Detection	Dec 9, 2020	Anomaly DetectionClassification	CodeCode Available	1
Mapping the Space of Chemical Reactions Using Attention-Based Neural Networks	Dec 9, 2020	ClusteringGeneral Classification	CodeCode Available	1
Know Your Limits: Uncertainty Estimation with ReLU Classifiers Fails at Reliable OOD Detection	Dec 9, 2020	General ClassificationOut of Distribution (OOD) Detection	CodeCode Available	1
Scale Aware Adaptation for Land-Cover Classification in Remote Sensing Imagery	Dec 8, 2020	ClassificationDomain Adaptation	CodeCode Available	1
Canonical Capsules: Self-Supervised Capsules in Canonical Pose	Dec 8, 2020	3D Point Cloud ReconstructionGeneral Classification	CodeCode Available	1
Hyperspectral Classification Based on Lightweight 3-D-CNN With Transfer Learning	Dec 7, 2020	ClassificationGeneral Classification	CodeCode Available	1
VideoMix: Rethinking Data Augmentation for Video Classification	Dec 7, 2020	Action LocalizationAction Recognition	CodeCode Available	1
Large-scale Robust Deep AUC Maximization: A New Surrogate Loss and Empirical Studies on Medical Image Classification	Dec 6, 2020	ClassificationGeneral Classification	CodeCode Available	1
Guitar Effects Recognition and Parameter Estimation with Convolutional Neural Networks	Dec 6, 2020	ClassificationGeneral Classification	CodeCode Available	1
Cross-Domain Sentiment Classification with In-Domain Contrastive Learning	Dec 5, 2020	ClassificationContrastive Learning	CodeCode Available	1
CIA-SSD: Confident IoU-Aware Single-Stage Object Detector From Point Cloud	Dec 5, 2020	3D Object DetectionBirds Eye View Object Detection	CodeCode Available	1
Learning Equivariant Representations	Dec 4, 2020	3D Shape ClassificationGeneral Classification	CodeCode Available	1
DDRel: A New Dataset for Interpersonal Relation Classification in Dyadic Dialogues	Dec 4, 2020	Dialog Relation ExtractionGeneral Classification	CodeCode Available	1
Crop Classification under Varying Cloud Cover with Neural Ordinary Differential Equations	Dec 4, 2020	Crop ClassificationEarth Observation	CodeCode Available	1
Classification and reconstruction of optical quantum states with deep neural networks	Dec 3, 2020	General ClassificationQuantum State Tomography	CodeCode Available	1
Red Blood Cell Segmentation with Overlapping Cell Separation and Classification on Imbalanced Dataset	Dec 2, 2020	Cell SegmentationClassification	CodeCode Available	1

Show:10 25 50

← PrevPage 12 of 584Next →

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