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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 341–350 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
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
A Computational Approach to Packet Classification	Feb 10, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Conditional Wasserstein GAN-based Oversampling of Tabular Data for Imbalanced Learning	Aug 20, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Consistency-based Active Learning for Object Detection	Mar 18, 2021	Active LearningClassification	CodeCode Available	1	5
A ground-truth dataset and classification model for detecting bots in GitHub issue and PR comments	Oct 7, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Rank consistent ordinal regression for neural networks with application to age estimation	Jan 20, 2019	Age And Gender ClassificationAge Estimation	CodeCode Available	1	5
A Hybrid Classification Approach using Topic Modeling and Graph Convolution Networks	Sep 19, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Context-aware Attentional Pooling (CAP) for Fine-grained Visual Classification	Jan 17, 2021	Fine-Grained Image ClassificationGeneral Classification	CodeCode Available	1	5
Continual Learning for Text Classification with Information Disentanglement Based Regularization	Apr 12, 2021	Continual LearningDisentanglement	CodeCode Available	1	5
Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification	Dec 24, 2020	ClassificationGeneral Classification	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