General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 901–925 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
Reproducible evaluation of diffusion MRI features for automatic classification of patients with Alzheimers disease	Dec 28, 2018	ClassificationDiffusion MRI	CodeCode Available	1	5
ResMLP: Feedforward networks for image classification with data-efficient training	May 7, 2021	Data AugmentationFine-Grained Image Classification	CodeCode Available	1	5
Bounding Boxes Are All We Need: Street View Image Classification via Context Encoding of Detected Buildings	Oct 3, 2020	AllGeneral Classification	CodeCode Available	1	5
Rethinking Few-Shot Image Classification: a Good Embedding Is All You Need?	Mar 25, 2020	AllFew-Shot Image Classification	CodeCode Available	1	5
Complementary-Label Learning for Arbitrary Losses and Models	Oct 10, 2018	General ClassificationImage Classification	CodeCode Available	1	5
Rethinking the Route Towards Weakly Supervised Object Localization	Feb 26, 2020	General ClassificationObject	CodeCode Available	1	5
Compositional Convolutional Neural Networks: A Deep Architecture with Innate Robustness to Partial Occlusion	Mar 10, 2020	General Classification	CodeCode Available	1	5
Revisiting LSTM Networks for Semi-Supervised Text Classification via Mixed Objective Function	Sep 8, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Revisiting Point Cloud Classification with a Simple and Effective Baseline	Jan 1, 2021	3D Point Cloud ClassificationClassification	CodeCode Available	1	5
Revisiting Pose-Normalization for Fine-Grained Few-Shot Recognition	Apr 1, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
ADADELTA: An Adaptive Learning Rate Method	Dec 22, 2012	General Classification	CodeCode Available	1	5
Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network	Jan 17, 2020	Fine-Grained Image ClassificationFine-Grained Visual Recognition	CodeCode Available	1	5
Semi-supervised semantic segmentation needs strong, varied perturbations	Jun 5, 2019	General ClassificationSegmentation	CodeCode Available	1	5
Rgtsvm: Support Vector Machines on a GPU in R	Jun 17, 2017	General ClassificationGPU	CodeCode Available	1	5
RoBERTa-wwm-ext Fine-Tuning for Chinese Text Classification	Feb 24, 2021	ClassificationGeneral Classification	CodeCode Available	1	5
Concept Matching for Low-Resource Classification	Jun 1, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Conditional Adversarial Domain Adaptation	May 26, 2017	Domain AdaptationGeneral Classification	CodeCode Available	1	5
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	5
Consistency-based Active Learning for Object Detection	Mar 18, 2021	Active LearningClassification	CodeCode Available	1	5
Learning Robust Global Representations by Penalizing Local Predictive Power	May 29, 2019	Domain AdaptationDomain Generalization	CodeCode Available	1	5
Conditional Wasserstein GAN-based Oversampling of Tabular Data for Imbalanced Learning	Aug 20, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
SA2SL: From Aspect-Based Sentiment Analysis to Social Listening System for Business Intelligence	May 31, 2021	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	CodeCode Available	1	5
Scalable Quantum Neural Networks for Classification	Aug 4, 2022	Binary ClassificationGeneral Classification	CodeCode Available	1	5
Scale Aware Adaptation for Land-Cover Classification in Remote Sensing Imagery	Dec 8, 2020	ClassificationDomain Adaptation	CodeCode Available	1	5
Adaptive Threshold for Online Object Recognition and Re-identification Tasks	Dec 28, 2020	ClassificationFace Recognition	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	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