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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 811–820 of 14581 papers

Title	Date	Tasks	Status	Hype
Learning to Navigate for Fine-grained Classification	Sep 2, 2018	Fine-Grained Image ClassificationGeneral Classification	CodeCode Available	1
Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers	Oct 1, 2020	ClassificationGeneral Classification	CodeCode Available	1
Leveraging the Feature Distribution in Transfer-based Few-Shot Learning	Jun 6, 2020	Few-Shot Image ClassificationFew-Shot Learning	CodeCode Available	1
LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference	Apr 2, 2021	CPUGeneral Classification	CodeCode Available	1
Aggregated Residual Transformations for Deep Neural Networks	Nov 16, 2016	Domain GeneralizationGeneral Classification	CodeCode Available	1
A Machine Learning Benchmark for Facies Classification	Jan 12, 2019	BIG-bench Machine LearningClassification	CodeCode Available	1
Line Graph Neural Networks for Link Prediction	Oct 20, 2020	ClassificationGeneral Classification	CodeCode Available	1
LipNet: End-to-End Sentence-level Lipreading	Nov 5, 2016	General ClassificationLipreading	CodeCode Available	1
Localizing Semantic Patches for Accelerating Image Classification	Jun 7, 2022	ClassificationGeneral Classification	CodeCode Available	1
An Empirical Study of Example Forgetting during Deep Neural Network Learning	Dec 12, 2018	General 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