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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 691–700 of 14581 papers

Title	Date	Tasks	Status	Hype
Dense Dilated Convolutions Merging Network for Land Cover Classification	Mar 9, 2020	ClassificationGeneral Classification	CodeCode Available	1
Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning	Mar 9, 2020	Few-Shot LearningGeneral Classification	CodeCode Available	1
Fine-Grained Visual Classification via Progressive Multi-Granularity Training of Jigsaw Patches	Mar 8, 2020	ClassificationFine-Grained Image Classification	CodeCode Available	1
TaskNorm: Rethinking Batch Normalization for Meta-Learning	Mar 6, 2020	General Classificationimage-classification	CodeCode Available	1
SimLoss: Class Similarities in Cross Entropy	Mar 6, 2020	Age EstimationGeneral Classification	CodeCode Available	1
AIDeveloper: deep learning image classification in life science and beyond	Mar 5, 2020	Blood Cell CountClassification	CodeCode Available	1
On the performance of deep learning models for time series classification in streaming	Mar 5, 2020	General ClassificationTime Series	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
Denoised Smoothing: A Provable Defense for Pretrained Classifiers	Mar 4, 2020	General Classificationimage-classification	CodeCode Available	1
Rethinking Zero-shot Video Classification: End-to-end Training for Realistic Applications	Mar 3, 2020	BenchmarkingGeneral 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