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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 371–380 of 14581 papers

Title	Date	Tasks	Status	Hype
Efficient and Compact Convolutional Neural Network Architectures for Non-temporal Real-time Fire Detection	Oct 17, 2020	Binary ClassificationClassification	CodeCode Available	1
Semi-supervised NMF Models for Topic Modeling in Learning Tasks	Oct 15, 2020	ClassificationGeneral Classification	CodeCode Available	1
Minimax Classification with 0-1 Loss and Performance Guarantees	Oct 15, 2020	ClassificationGeneral Classification	CodeCode Available	1
Multi-label Few/Zero-shot Learning with Knowledge Aggregated from Multiple Label Graphs	Oct 15, 2020	Document ClassificationGeneral Classification	CodeCode Available	1
TopicBERT for Energy Efficient Document Classification	Oct 15, 2020	ClassificationDocument Classification	CodeCode Available	1
Text Classification Using Label Names Only: A Language Model Self-Training Approach	Oct 14, 2020	ClassificationDocument Classification	CodeCode Available	1
Locality Preserving Dense Graph Convolutional Networks with Graph Context-Aware Node Representations	Oct 12, 2020	ClassificationDecoder	CodeCode Available	1
Glance and Focus: a Dynamic Approach to Reducing Spatial Redundancy in Image Classification	Oct 11, 2020	Computational EfficiencyGeneral Classification	CodeCode Available	1
Deep Active Learning for Joint Classification & Segmentation with Weak Annotator	Oct 10, 2020	Active LearningClassification	CodeCode Available	1
Permuted AdaIN: Reducing the Bias Towards Global Statistics in Image Classification	Oct 9, 2020	Domain AdaptationDomain Generalization	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