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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 11–20 of 14581 papers

Title	Date	Tasks	Status	Hype
Explainable and Accurate Natural Language Understanding for Voice Assistants and Beyond	Sep 25, 2023	General ClassificationIntent Detection	—Unverified	0
Harmonic-NAS: Hardware-Aware Multimodal Neural Architecture Search on Resource-constrained Devices	Sep 12, 2023	General ClassificationMultimodal Text and Image Classification	CodeCode Available	1
STRAPPER: Preference-based Reinforcement Learning via Self-training Augmentation and Peer Regularization	Jul 19, 2023	General Classificationreinforcement-learning	CodeCode Available	1
Unlocking the Use of Raw Multispectral Earth Observation Imagery for Onboard Artificial Intelligence	May 12, 2023	Disaster ResponseEarth Observation	CodeCode Available	1
CEIL: A General Classification-Enhanced Iterative Learning Framework for Text Clustering	Apr 20, 2023	ClusteringDeep Clustering	—Unverified	0
VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution	Apr 4, 2023	DisentanglementDomain Generalization	CodeCode Available	1
Continuous Indeterminate Probability Neural Network	Mar 23, 2023	ClassificationDecoder	CodeCode Available	0
Video traffic identification with novel feature extraction and selection method	Mar 6, 2023	feature selectionGeneral Classification	—Unverified	0
Active Learning and Bayesian Optimization: a Unified Perspective to Learn with a Goal	Mar 2, 2023	Active LearningBayesian Optimization	—Unverified	0
Sparsity based morphological identification of heartbeats	Jan 16, 2023	General 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