General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 151–175 of 14581 papers

Title	Date	Tasks	Status	Hype
An evidential classifier based on Dempster-Shafer theory and deep learning	Mar 25, 2021	ClassificationGeneral Classification	CodeCode Available	1
Multi-Label Classification Neural Networks with Hard Logical Constraints	Mar 24, 2021	ClassificationGeneral Classification	CodeCode Available	1
AutoMix: Unveiling the Power of Mixup for Stronger Classifiers	Mar 24, 2021	ClassificationData Augmentation	CodeCode Available	1
Bag of Tricks for Node Classification with Graph Neural Networks	Mar 24, 2021	ClassificationGeneral Classification	CodeCode Available	1
An Empirical Analysis of Image-Based Learning Techniques for Malware Classification	Mar 24, 2021	Deep LearningGeneral Classification	CodeCode Available	1
A Novel Adaptive Minority Oversampling Technique for Improved Classification in Data Imbalanced Scenarios	Mar 24, 2021	ClusteringGeneral Classification	CodeCode Available	1
Industrial Machine Tool Component Surface Defect Dataset	Mar 24, 2021	BIG-bench Machine LearningClassification	CodeCode Available	1
Adversarial Feature Augmentation and Normalization for Visual Recognition	Mar 22, 2021	ClassificationData Augmentation	CodeCode Available	1
Tiny Transformers for Environmental Sound Classification at the Edge	Mar 22, 2021	ClassificationEnvironmental Sound Classification	CodeCode Available	1
PatentSBERTa: A Deep NLP based Hybrid Model for Patent Distance and Classification using Augmented SBERT	Mar 22, 2021	ClassificationGeneral Classification	CodeCode Available	1
Catastrophic Forgetting in Deep Graph Networks: an Introductory Benchmark for Graph Classification	Mar 22, 2021	Continual LearningGeneral Classification	CodeCode Available	1
Self-Supervised Classification Network	Mar 19, 2021	ClassificationClustering	CodeCode Available	1
Consistency-based Active Learning for Object Detection	Mar 18, 2021	Active LearningClassification	CodeCode Available	1
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset	Mar 18, 2021	ClassificationClassifier calibration	CodeCode Available	1
MSMatch: Semi-Supervised Multispectral Scene Classification with Few Labels	Mar 18, 2021	ClassificationGeneral Classification	CodeCode Available	1
Triplet-Watershed for Hyperspectral Image Classification	Mar 17, 2021	ClassificationGeneral Classification	CodeCode Available	1
FBCNet: A Multi-view Convolutional Neural Network for Brain-Computer Interface	Mar 17, 2021	Binary ClassificationBrain Computer Interface	CodeCode Available	1
GraphSMOTE: Imbalanced Node Classification on Graphs with Graph Neural Networks	Mar 16, 2021	ClassificationGeneral Classification	CodeCode Available	1
How Many Data Points is a Prompt Worth?	Mar 15, 2021	ClassificationGeneral Classification	CodeCode Available	1
Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification	Mar 15, 2021	ClassificationDeep Reinforcement Learning	CodeCode Available	1
Three Steps to Multimodal Trajectory Prediction: Modality Clustering, Classification and Synthesis	Mar 14, 2021	ClusteringGeneral Classification	CodeCode Available	1
Few-Shot Text Classification with Triplet Networks, Data Augmentation, and Curriculum Learning	Mar 12, 2021	ClassificationData Augmentation	CodeCode Available	1
BIKED: A Dataset for Computational Bicycle Design with Machine Learning Benchmarks	Mar 10, 2021	BIG-bench Machine LearningDesign Synthesis	CodeCode Available	1
An Amharic News Text classification Dataset	Mar 10, 2021	ArticlesClassification	CodeCode Available	1
ForgeryNet: A Versatile Benchmark for Comprehensive Forgery Analysis	Mar 9, 2021	BenchmarkingClassification	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