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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 581–590 of 14581 papers

Title	Date	Tasks	Status	Hype
Region Proposals for Saliency Map Refinement for Weakly-supervised Disease Localisation and Classification	May 21, 2020	ClassificationGeneral Classification	CodeCode Available	1
Interpretable and Accurate Fine-grained Recognition via Region Grouping	May 21, 2020	Fine-Grained Visual RecognitionGeneral Classification	CodeCode Available	1
A Self-ensembling Framework for Semi-supervised Knee Cartilage Defects Assessment with Dual-Consistency	May 19, 2020	ClassificationGeneral Classification	CodeCode Available	1
Improve robustness of DNN for ECG signal classification:a noise-to-signal ratio perspective	May 18, 2020	Adversarial AttackAdversarial Robustness	CodeCode Available	1
Multi-level Feature Fusion-based CNN for Local Climate Zone Classification from Sentinel-2 Images: Benchmark Results on the So2Sat LCZ42 Dataset	May 16, 2020	ClassificationGeneral Classification	CodeCode Available	1
Semi-supervised Medical Image Classification with Relation-driven Self-ensembling Model	May 15, 2020	ClassificationGeneral Classification	CodeCode Available	1
Convolutional neural networks for classification and regression analysis of one-dimensional spectral data	May 15, 2020	Classificationfeature selection	CodeCode Available	1
COVID-Twitter-BERT: A Natural Language Processing Model to Analyse COVID-19 Content on Twitter	May 15, 2020	ClassificationGeneral Classification	CodeCode Available	1
Adaptive XGBoost for Evolving Data Streams	May 15, 2020	Drift DetectionGeneral Classification	CodeCode Available	1
Dense-Resolution Network for Point Cloud Classification and Segmentation	May 14, 2020	3D Part Segmentation3D Point Cloud 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