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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 171–180 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
Active Learning for BERT: An Empirical Study	Nov 1, 2020	Active LearningBinary text classification	CodeCode Available	1	5
Automatically designing CNN architectures using genetic algorithm for image classification	Aug 11, 2018	ClassificationGeneral Classification	CodeCode Available	1	5
Active Learning for Deep Object Detection via Probabilistic Modeling	Mar 30, 2021	Active LearningClassification	CodeCode Available	1	5
AP-Loss for Accurate One-Stage Object Detection	Aug 17, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
A Practioner's Guide to Evaluating Entity Resolution Results	Sep 14, 2015	ClusteringEntity Resolution	CodeCode Available	1	5
Background Data Resampling for Outlier-Aware Classification	Jun 1, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
A Realistic Evaluation of Semi-Supervised Learning for Fine-Grained Classification	Apr 1, 2021	General ClassificationTransfer Learning	CodeCode Available	1	5
Association Graph Learning for Multi-Task Classification with Category Shifts	Oct 10, 2022	General ClassificationGraph Learning	CodeCode Available	1	5
Bag of Tricks for Node Classification with Graph Neural Networks	Mar 24, 2021	ClassificationGeneral Classification	CodeCode Available	1	5
Anonymous Walk Embeddings	May 30, 2018	General ClassificationGraph Classification	CodeCode Available	1	5

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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