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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 711–720 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency Loss	Jun 2, 2020	DecoderGeneral Classification	CodeCode Available	1	5
A Universal Representation Transformer Layer for Few-Shot Image Classification	Jun 21, 2020	ClassificationDomain Generalization	CodeCode Available	1	5
A unified framework for closed-form nonparametric regression, classification, preference and mixed problems with Skew Gaussian Processes	Dec 12, 2020	Active LearningBinary Classification	CodeCode Available	1	5
Harmonic Networks: Integrating Spectral Information into CNNs	Dec 7, 2018	General Classification	CodeCode Available	1	5
Hierarchical classification at multiple operating points	Oct 19, 2022	General Classification	CodeCode Available	1	5
Enzyme promiscuity prediction using hierarchy-informed multi-label classification	Feb 18, 2020	BIG-bench Machine LearningClassification	CodeCode Available	1	5
Hierarchical Image Classification using Entailment Cone Embeddings	Apr 2, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Three-level Hierarchical Transformer Networks for Long-sequence and Multiple Clinical Documents Classification	Apr 17, 2021	Document ClassificationGeneral Classification	CodeCode Available	1	5
Automatically Discovering and Learning New Visual Categories with Ranking Statistics	Feb 13, 2020	ClusteringGeneral Classification	CodeCode Available	1	5
CleanNet: Transfer Learning for Scalable Image Classifier Training with Label Noise	Nov 20, 2017	ClassificationGeneral 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