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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 1371–1380 of 14581 papers

Title	Date	Tasks	Status	Hype
Hierarchical Representation based Query-Specific Prototypical Network for Few-Shot Image Classification	Mar 21, 2021	Few-Shot Image ClassificationGeneral Classification	—Unverified	0
Geo-Spatiotemporal Features and Shape-Based Prior Knowledge for Fine-grained Imbalanced Data Classification	Mar 21, 2021	ClassificationGeneral Classification	—Unverified	0
Classifier Crafting: Turn Your ConvNet into a Zero-Shot Learner!	Mar 20, 2021	General ClassificationZero-Shot Learning	—Unverified	0
Classification of Motor Imagery EEG Signals by Using a Divergence Based Convolutional Neural Network	Mar 19, 2021	Brain Computer InterfaceClassification	CodeCode Available	0
Sewer-ML: A Multi-Label Sewer Defect Classification Dataset and Benchmark	Mar 19, 2021	ClassificationGeneral Classification	CodeCode Available	0
Variational Knowledge Distillation for Disease Classification in Chest X-Rays	Mar 19, 2021	ClassificationGeneral Classification	—Unverified	0
Dementia Severity Classification under Small Sample Size and Weak Supervision in Thick Slice MRI	Mar 18, 2021	General ClassificationMultiple Instance Learning	—Unverified	0
The Case for High-Accuracy Classification: Think Small, Think Many!	Mar 18, 2021	ClassificationGeneral Classification	—Unverified	0
Spatio-temporal Crop Classification On Volumetric Data	Mar 18, 2021	ClassificationCrop Classification	—Unverified	0
Inductive Inference in Supervised Classification	Mar 18, 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