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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 241–250 of 14581 papers

Title	Date	Tasks	Status	Hype
Context-aware Attentional Pooling (CAP) for Fine-grained Visual Classification	Jan 17, 2021	Fine-Grained Image ClassificationGeneral Classification	CodeCode Available	1
Counterfactual Generative Networks	Jan 15, 2021	Classificationcounterfactual	CodeCode Available	1
Hyperspectral Image Classification-Traditional to Deep Models: A Survey for Future Prospects	Jan 15, 2021	General ClassificationHyperspectral Image Classification	CodeCode Available	1
OrigamiSet1.0: Two New Datasets for Origami Classification and Difficulty Estimation	Jan 14, 2021	BIG-bench Machine LearningClassification	CodeCode Available	1
Label Contrastive Coding based Graph Neural Network for Graph Classification	Jan 14, 2021	ClassificationContrastive Learning	CodeCode Available	1
Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification	Jan 13, 2021	General ClassificationHierarchical Multi-label Classification	CodeCode Available	1
Big Self-Supervised Models Advance Medical Image Classification	Jan 13, 2021	ClassificationContrastive Learning	CodeCode Available	1
Combining Neural Network Models for Blood Cell Classification	Jan 10, 2021	ClassificationGeneral Classification	CodeCode Available	1
LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification	Jan 9, 2021	General ClassificationMulti Label Text Classification	CodeCode Available	1
Quantum Tensor Network in Machine Learning: An Application to Tiny Object Classification	Jan 8, 2021	BIG-bench Machine LearningClassification	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	XBNET	Accuracy	100	—	Unverified
2	MONT3	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