General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 601–625 of 14581 papers

Title	Date	Tasks	Status	Hype
2kenize: Tying Subword Sequences for Chinese Script Conversion	May 7, 2020	General ClassificationTopic Classification	CodeCode Available	1
End-to-End Lane Marker Detection via Row-wise Classification	May 6, 2020	Autonomous DrivingGeneral Classification	CodeCode Available	1
Multi-task pre-training of deep neural networks for digital pathology	May 5, 2020	General ClassificationMulti-Task Learning	CodeCode Available	1
Establishing Baselines for Text Classification in Low-Resource Languages	May 5, 2020	ClassificationGeneral Classification	CodeCode Available	1
Classification-Based Anomaly Detection for General Data	May 5, 2020	Anomaly DetectionClassification	CodeCode Available	1
The Cascade Transformer: an Application for Efficient Answer Sentence Selection	May 5, 2020	General ClassificationQuestion Answering	CodeCode Available	1
MorphoCluster: Efficient Annotation of Plankton images by Clustering	May 4, 2020	16kClustering	CodeCode Available	1
Graph Homomorphism Convolution	May 3, 2020	General ClassificationGraph Classification	CodeCode Available	1
Universal Adversarial Attacks with Natural Triggers for Text Classification	May 1, 2020	ClassificationGeneral Classification	CodeCode Available	1
Training a Broad-Coverage German Sentiment Classification Model for Dialog Systems	May 1, 2020	ClassificationGeneral Classification	CodeCode Available	1
Offensive language detection in Arabic using ULMFiT	May 1, 2020	General ClassificationLanguage Modeling	CodeCode Available	1
VICTOR: a Dataset for Brazilian Legal Documents Classification	May 1, 2020	ClassificationGeneral Classification	CodeCode Available	1
User-Guided Aspect Classification for Domain-Specific Texts	Apr 30, 2020	ClassificationGeneral Classification	CodeCode Available	1
A Fast 3D CNN for Hyperspectral Image Classification	Apr 29, 2020	ClassificationGeneral Classification	CodeCode Available	1
Packet2Vec: Utilizing Word2Vec for Feature Extraction in Packet Data	Apr 29, 2020	General Classificationimage-classification	CodeCode Available	1
Automated detection of COVID-19 cases using deep neural networks with X-ray images	Apr 28, 2020	Binary ClassificationCOVID-19 Diagnosis	CodeCode Available	1
Machine Learning Methods for Brain Network Classification: Application to Autism Diagnosis using Cortical Morphological Networks	Apr 28, 2020	BenchmarkingBIG-bench Machine Learning	CodeCode Available	1
On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification	Apr 27, 2020	Discourse ParsingGeneral Classification	CodeCode Available	1
Exploiting Defenses against GAN-Based Feature Inference Attacks in Federated Learning	Apr 27, 2020	BIG-bench Machine LearningFederated Learning	CodeCode Available	1
Federated Transfer Learning for EEG Signal Classification	Apr 26, 2020	ClassificationDomain Adaptation	CodeCode Available	1
MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization	Apr 26, 2020	ClassificationGeneral Classification	CodeCode Available	1
MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification	Apr 25, 2020	ClassificationData Augmentation	CodeCode Available	1
PipeNet: Selective Modal Pipeline of Fusion Network for Multi-Modal Face Anti-Spoofing	Apr 24, 2020	Face Anti-SpoofingGeneral Classification	CodeCode Available	1
The Plant Pathology 2020 challenge dataset to classify foliar disease of apples	Apr 24, 2020	ClassificationFine-Grained Visual Categorization	CodeCode Available	1
DeepMerge: Classifying High-redshift Merging Galaxies with Deep Neural Networks	Apr 24, 2020	General ClassificationVocal Bursts Intensity Prediction	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