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General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1481–1490 of 14581 papers

Title	Date	Tasks	Status	Hype
Efficient Scale-Permuted Backbone with Learned Resource Distribution	Oct 22, 2020	General Classificationimage-classification	—Unverified	0
Knowledge Distillation for BERT Unsupervised Domain Adaptation	Oct 22, 2020	Domain AdaptationGeneral Classification	CodeCode Available	1
An explainable deep vision system for animal classification and detection in trail-camera images with automatic post-deployment retraining	Oct 22, 2020	General ClassificationSensitivity	—Unverified	0
Malaria detection from RBC images using shallow Convolutional Neural Networks	Oct 22, 2020	ClassificationGeneral Classification	—Unverified	0
Joint Use of Node Attributes and Proximity for Semi-Supervised Classification on Graphs	Oct 22, 2020	General ClassificationNode Classification	—Unverified	0
Urban Sound Classification : striving towards a fair comparison	Oct 22, 2020	Audio ClassificationAudio Tagging	CodeCode Available	1
Multilabel 12-Lead Electrocardiogram Classification Using Gradient Boosting Tree Ensemble	Oct 21, 2020	ClassificationFeature Importance	—Unverified	0
Learning Speaker Embedding from Text-to-Speech	Oct 21, 2020	ClassificationDecoder	CodeCode Available	0
Precise Statistical Analysis of Classification Accuracies for Adversarial Training	Oct 21, 2020	Binary ClassificationClassification	—Unverified	0
Adaptive Pixel-wise Structured Sparse Network for Efficient CNNs	Oct 21, 2020	DenoisingGeneral Classification	—Unverified	0

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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