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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 911–920 of 14581 papers

Title	Date	Tasks	Status	Hype
Learning Flexible Classifiers with Shot-CONditional Episodic (SCONE) Training	Jan 1, 2021	ClassificationGeneral Classification	—Unverified	0
Out-of-Distribution Classification and Clustering	Jan 1, 2021	ClassificationClustering	—Unverified	0
Provably robust classification of adversarial examples with detection	Jan 1, 2021	ClassificationGeneral Classification	CodeCode Available	0
Quantifying Task Complexity Through Generalized Information Measures	Jan 1, 2021	ClassificationGeneral Classification	—Unverified	0
TextTN: Probabilistic Encoding of Language on Tensor Network	Jan 1, 2021	General ClassificationSentence	—Unverified	0
FOC OSOD: Focus on Classification One-Shot Object Detection	Jan 1, 2021	ClassificationGeneral Classification	—Unverified	0
Exploring the Uncertainty Properties of Neural Networks’ Implicit Priors in the Infinite-Width Limit	Jan 1, 2021	General ClassificationMulti-class Classification	—Unverified	0
Contrastive Self-Supervised Learning of Global-Local Audio-Visual Representations	Jan 1, 2021	ClassificationDeepFake Detection	—Unverified	0
Energy-based Out-of-distribution Detection for Multi-label Classification	Jan 1, 2021	ClassificationGeneral Classification	—Unverified	0
Demystifying Loss Functions for Classification	Jan 1, 2021	ClassificationGeneral Classification	—Unverified	0

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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