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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 4451–4460 of 14581 papers

Title	Date	Tasks	Status	Hype
Two-stage Image Classification Supervised by a Single Teacher Single Student Model	Sep 26, 2019	ClassificationGeneral Classification	CodeCode Available	0
Lower Bounds on Adversarial Robustness from Optimal Transport	Sep 26, 2019	Adversarial RobustnessClassification	CodeCode Available	0
Pre-train, Interact, Fine-tune: A Novel Interaction Representation for Text Classification	Sep 26, 2019	General ClassificationSentence	—Unverified	0
Universal Graph Transformer Self-Attention Networks	Sep 26, 2019	General ClassificationGraph Classification	CodeCode Available	0
RADE: Resource-Efficient Supervised Anomaly Detection Using Decision Tree-Based Ensemble Methods	Sep 26, 2019	Anomaly DetectionClassification	—Unverified	0
A Kolmogorov Complexity Approach to Generalization in Deep Learning	Sep 25, 2019	ClassificationDeep Learning	—Unverified	0
Classification Logit Two-sample Testing by Neural Networks	Sep 25, 2019	ClassificationGeneral Classification	CodeCode Available	0
A Theoretical Analysis of the Number of Shots in Few-Shot Learning	Sep 25, 2019	ClassificationFew-Shot Learning	—Unverified	0
Automated identification of neural cells in the multi-photon images using deep-neural networks	Sep 25, 2019	ClassificationGeneral Classification	—Unverified	0
Beyond image classification: zooplankton identification with deep vector space embeddings	Sep 25, 2019	General Classificationimage-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