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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 561–570 of 14581 papers

Title	Date	Tasks	Status	Hype
A Data Set and a Convolutional Model for Iconography Classification in Paintings	Oct 6, 2020	General ClassificationImage Classification	CodeCode Available	1
A deep learning architecture for temporal sleep stage classification using multivariate and multimodal time series	Jul 5, 2017	ClassificationEEG	CodeCode Available	1
Beyond Categorical Label Representations for Image Classification	Apr 6, 2021	ClassificationGeneral Classification	CodeCode Available	1
Bias in Bios: A Case Study of Semantic Representation Bias in a High-Stakes Setting	Jan 27, 2019	ClassificationGeneral Classification	CodeCode Available	1
Big Self-Supervised Models Advance Medical Image Classification	Jan 13, 2021	ClassificationContrastive Learning	CodeCode Available	1
BIKED: A Dataset for Computational Bicycle Design with Machine Learning Benchmarks	Mar 10, 2021	BIG-bench Machine LearningDesign Synthesis	CodeCode Available	1
High-parallelism Inception-like Spiking Neural Networks for Unsupervised Feature Learning	Dec 2, 2019	General ClassificationImage Classification	CodeCode Available	1
Towards More Practical Adversarial Attacks on Graph Neural Networks	Jun 9, 2020	ClassificationGeneral Classification	CodeCode Available	1
Denoised Smoothing: A Provable Defense for Pretrained Classifiers	Mar 4, 2020	General Classificationimage-classification	CodeCode Available	1
An Empirical Survey of Data Augmentation for Time Series Classification with Neural Networks	Jul 31, 2020	Data AugmentationGeneral Classification	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