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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 431–440 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
A Ranking-based, Balanced Loss Function Unifying Classification and Localisation in Object Detection	Sep 28, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Adaptive Threshold for Online Object Recognition and Re-identification Tasks	Dec 28, 2020	ClassificationFace Recognition	CodeCode Available	1	5
A Realistic Evaluation of Semi-Supervised Learning for Fine-Grained Classification	Apr 1, 2021	General ClassificationTransfer Learning	CodeCode Available	1	5
EXACT: How to Train Your Accuracy	May 19, 2022	General Classificationimage-classification	CodeCode Available	1	5
Are These Birds Similar: Learning Branched Networks for Fine-grained Representations	Jan 16, 2020	ClassificationDocument Text Classification	CodeCode Available	1	5
Explainable Multivariate Time Series Classification: A Deep Neural Network Which Learns To Attend To Important Variables As Well As Informative Time Intervals	Nov 23, 2020	Explainable ModelsGeneral Classification	CodeCode Available	1	5
Explanation-Guided Training for Cross-Domain Few-Shot Classification	Jul 17, 2020	ClassificationCross-Domain Few-Shot	CodeCode Available	1	5
Explanations based on the Missing: Towards Contrastive Explanations with Pertinent Negatives	Feb 21, 2018	General Classification	CodeCode Available	1	5
Exploiting Unsupervised Data for Emotion Recognition in Conversations	Oct 2, 2020	Emotion Recognition in ConversationGeneral Classification	CodeCode Available	1	5
Bag of Tricks for Image Classification with Convolutional Neural Networks	Dec 4, 2018	Domain GeneralizationGeneral Classification	CodeCode Available	1	5

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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