General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3501–3525 of 14581 papers

Title	Date	Tasks	Status	Score
Decoupled Classification Refinement: Hard False Positive Suppression for Object Detection	Oct 5, 2018	ClassificationGeneral Classification	CodeCode Available	5
Complementing Representation Deficiency in Few-shot Image Classification: A Meta-Learning Approach	Jul 21, 2020	Few-Shot Image ClassificationFew-Shot Learning	CodeCode Available	5
DeepConsensus: using the consensus of features from multiple layers to attain robust image classification	Nov 18, 2018	General Classificationimage-classification	CodeCode Available	5
RFCDE: Random Forests for Conditional Density Estimation	Apr 16, 2018	Density EstimationGeneral Classification	CodeCode Available	5
Data-Efficient Classification of Radio Galaxies	Nov 26, 2020	ClassificationFew-Shot Learning	CodeCode Available	5
Data-Efficient Classification of Birdcall Through Convolutional Neural Networks Transfer Learning	Sep 17, 2019	General ClassificationTransfer Learning	CodeCode Available	5
Data-Efficient Image Recognition with Contrastive Predictive Coding	May 22, 2019	Contrastive LearningGeneral Classification	CodeCode Available	5
RiWalk: Fast Structural Node Embedding via Role Identification	Oct 15, 2019	Feature EngineeringGeneral Classification	CodeCode Available	5
Data-driven Advice for Applying Machine Learning to Bioinformatics Problems	Aug 8, 2017	BIG-bench Machine LearningClassification	CodeCode Available	5
Data-driven Meta-set Based Fine-Grained Visual Classification	Aug 6, 2020	ClassificationFine-Grained Image Classification	CodeCode Available	5
Robust Bayesian Classification Using an Optimistic Score Ratio	Jul 8, 2020	Binary ClassificationClassification	CodeCode Available	5
Robust binary classification with the 01 loss	Feb 9, 2020	Binary ClassificationClassification	CodeCode Available	5
DataLearner: A Data Mining and Knowledge Discovery Tool for Android Smartphones and Tablets	Jun 10, 2019	Cloud ComputingClustering	CodeCode Available	5
Data Augmentation for Skin Lesion Analysis	Sep 5, 2018	Data AugmentationGeneral Classification	CodeCode Available	5
Data augmentation using synthetic data for time series classification with deep residual networks	Aug 7, 2018	Data AugmentationDynamic Time Warping	CodeCode Available	5
Composing Distributed Representations of Relational Patterns	Jul 23, 2017	General ClassificationRelation	CodeCode Available	5
Robust Image Classification Using A Low-Pass Activation Function and DCT Augmentation	Jul 18, 2020	General Classificationimage-classification	CodeCode Available	5
Robust Imitation Learning from Noisy Demonstrations	Oct 20, 2020	Classificationcontinuous-control	CodeCode Available	5
DAP: Detection-Aware Pre-training with Weak Supervision	Mar 30, 2021	ClassificationGeneral Classification	CodeCode Available	5
Data Distillation for Text Classification	Apr 17, 2021	ClassificationGeneral Classification	CodeCode Available	5
Does BERT Make Any Sense? Interpretable Word Sense Disambiguation with Contextualized Embeddings	Sep 23, 2019	General Classificationtext-classification	CodeCode Available	5
DAGCN: Dual Attention Graph Convolutional Networks	Apr 4, 2019	General ClassificationGraph Classification	CodeCode Available	5
AI Blue Book: Vehicle Price Prediction using Visual Features	Mar 29, 2018	General ClassificationPrediction	CodeCode Available	5
DAEMON: Dataset-Agnostic Explainable Malware Classification Using Multi-Stage Feature Mining	Aug 4, 2020	ClassificationGeneral Classification	CodeCode Available	5
DANet: Divergent Activation for Weakly Supervised Object Localization	Oct 1, 2019	ClassificationGeneral Classification	CodeCode Available	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