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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 751–760 of 14581 papers

Title	Date	Tasks	Status	Hype
A new Backdoor Attack in CNNs by training set corruption without label poisoning	Feb 12, 2019	Backdoor AttackGeneral Classification	CodeCode Available	1
Hierarchical Image Classification using Entailment Cone Embeddings	Apr 2, 2020	ClassificationGeneral Classification	CodeCode Available	1
Hierarchical Transformers for Long Document Classification	Oct 23, 2019	ClassificationDocument Classification	CodeCode Available	1
HiGitClass: Keyword-Driven Hierarchical Classification of GitHub Repositories	Oct 16, 2019	ClassificationGeneral Classification	CodeCode Available	1
How Can I Explain This to You? An Empirical Study of Deep Neural Network Explanation Methods	Dec 1, 2020	General ClassificationSentiment Analysis	CodeCode Available	1
How Many Data Points is a Prompt Worth?	Mar 15, 2021	ClassificationGeneral Classification	CodeCode Available	1
How to Fine-Tune BERT for Text Classification?	May 14, 2019	General ClassificationLanguage Modeling	CodeCode Available	1
PatentSBERTa: A Deep NLP based Hybrid Model for Patent Distance and Classification using Augmented SBERT	Mar 22, 2021	ClassificationGeneral Classification	CodeCode Available	1
Acquisition of Localization Confidence for Accurate Object Detection	Jul 30, 2018	General ClassificationObject	CodeCode Available	1
An evidential classifier based on Dempster-Shafer theory and deep learning	Mar 25, 2021	ClassificationGeneral 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