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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 291–300 of 14581 papers

Title	Date	Tasks	Status	Hype
VideoMix: Rethinking Data Augmentation for Video Classification	Dec 7, 2020	Action LocalizationAction Recognition	CodeCode Available	1
Large-scale Robust Deep AUC Maximization: A New Surrogate Loss and Empirical Studies on Medical Image Classification	Dec 6, 2020	ClassificationGeneral Classification	CodeCode Available	1
Guitar Effects Recognition and Parameter Estimation with Convolutional Neural Networks	Dec 6, 2020	ClassificationGeneral Classification	CodeCode Available	1
Cross-Domain Sentiment Classification with In-Domain Contrastive Learning	Dec 5, 2020	ClassificationContrastive Learning	CodeCode Available	1
CIA-SSD: Confident IoU-Aware Single-Stage Object Detector From Point Cloud	Dec 5, 2020	3D Object DetectionBirds Eye View Object Detection	CodeCode Available	1
Learning Equivariant Representations	Dec 4, 2020	3D Shape ClassificationGeneral Classification	CodeCode Available	1
DDRel: A New Dataset for Interpersonal Relation Classification in Dyadic Dialogues	Dec 4, 2020	Dialog Relation ExtractionGeneral Classification	CodeCode Available	1
Crop Classification under Varying Cloud Cover with Neural Ordinary Differential Equations	Dec 4, 2020	Crop ClassificationEarth Observation	CodeCode Available	1
Classification and reconstruction of optical quantum states with deep neural networks	Dec 3, 2020	General ClassificationQuantum State Tomography	CodeCode Available	1
Red Blood Cell Segmentation with Overlapping Cell Separation and Classification on Imbalanced Dataset	Dec 2, 2020	Cell SegmentationClassification	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