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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 451–460 of 14581 papers

Title	Date	Tasks	Status	Hype
Fast Context Adaptation via Meta-Learning	Oct 8, 2018	General ClassificationMeta-Learning	CodeCode Available	1
Fast Learning of Temporal Action Proposal via Dense Boundary Generator	Nov 11, 2019	General ClassificationOptical Flow Estimation	CodeCode Available	1
Fast Predictive Uncertainty for Classification with Bayesian Deep Networks	Mar 2, 2020	ClassificationGeneral Classification	CodeCode Available	1
FastText.zip: Compressing text classification models	Dec 12, 2016	General ClassificationQuantization	CodeCode Available	1
ADADELTA: An Adaptive Learning Rate Method	Dec 22, 2012	General Classification	CodeCode Available	1
Feature Extraction for Hyperspectral Imagery: The Evolution from Shallow to Deep (Overview and Toolbox)	Mar 5, 2020	General ClassificationHyperspectral Image Classification	CodeCode Available	1
Feature Pyramid Network for Multi-Class Land Segmentation	Jun 9, 2018	DecoderGeneral Classification	CodeCode Available	1
Federated Transfer Learning for EEG Signal Classification	Apr 26, 2020	ClassificationDomain Adaptation	CodeCode Available	1
Few-Shot Image Classification Benchmarks are Too Far From Reality: Build Back Better with Semantic Task Sampling	May 10, 2022	Few-Shot Image ClassificationGeneral 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