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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 891–900 of 14581 papers

Title	Date	Tasks	Status	Hype
Mixture-based Feature Space Learning for Few-shot Image Classification	Nov 24, 2020	ClusteringFew-Shot Image Classification	CodeCode Available	1
PipeNet: Selective Modal Pipeline of Fusion Network for Multi-Modal Face Anti-Spoofing	Apr 24, 2020	Face Anti-SpoofingGeneral Classification	CodeCode Available	1
PML: Progressive Margin Loss for Long-tailed Age Classification	Mar 3, 2021	Age ClassificationClassification	CodeCode Available	1
PointAugment: an Auto-Augmentation Framework for Point Cloud Classification	Feb 25, 2020	3D Point Cloud Data AugmentationClassification	CodeCode Available	1
2kenize: Tying Subword Sequences for Chinese Script Conversion	May 7, 2020	General ClassificationTopic Classification	CodeCode Available	1
A Neural Few-Shot Text Classification Reality Check	Jan 28, 2021	ClassificationFew-Shot Text Classification	CodeCode Available	1
Progressive Co-Attention Network for Fine-grained Visual Classification	Jan 21, 2021	ClassificationFine-Grained Image Classification	CodeCode Available	1
A kernel-based quantum random forest for improved classification	Oct 5, 2022	General ClassificationQuantum Machine Learning	CodeCode Available	1
Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning	Mar 9, 2020	Few-Shot LearningGeneral Classification	CodeCode Available	1
Adaptive XGBoost for Evolving Data Streams	May 15, 2020	Drift DetectionGeneral 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