General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 226–250 of 14581 papers

Title	Date	Tasks	Status	Hype
ImageCHD: A 3D Computed Tomography Image Dataset for Classification of Congenital Heart Disease	Jan 26, 2021	ClassificationComputed Tomography (CT)	CodeCode Available	1
Malware Detection Using Frequency Domain-Based Image Visualization and Deep Learning	Jan 26, 2021	Binary ClassificationClassification	CodeCode Available	1
SpanEmo: Casting Multi-label Emotion Classification as Span-prediction	Jan 25, 2021	Author ProfilingClassification	CodeCode Available	1
EGFI: Drug-Drug Interaction Extraction and Generation with Fusion of Enriched Entity and Sentence Information	Jan 25, 2021	ClassificationDrug–drug Interaction Extraction	CodeCode Available	1
UniToPatho, a labeled histopathological dataset for colorectal polyps classification and adenoma dysplasia grading	Jan 25, 2021	Colorectal Polyps CharacterizationGeneral Classification	CodeCode Available	1
Unsupervised Key-phrase Extraction and Clustering for Classification Scheme in Scientific Publications	Jan 25, 2021	ClusteringGeneral Classification	CodeCode Available	1
Multi-task Learning Approach for Automatic Modulation and Wireless Signal Classification	Jan 25, 2021	General ClassificationManagement	CodeCode Available	1
Online Continual Learning in Image Classification: An Empirical Survey	Jan 25, 2021	ClassificationContinual Learning	CodeCode Available	1
Does Head Label Help for Long-Tailed Multi-Label Text Classification	Jan 24, 2021	General ClassificationMulti Label Text Classification	CodeCode Available	1
EEG-Inception: An Accurate and Robust End-to-End Neural Network for EEG-based Motor Imagery Classification	Jan 24, 2021	Brain Computer InterfaceClassification	CodeCode Available	1
Progressive Co-Attention Network for Fine-grained Visual Classification	Jan 21, 2021	ClassificationFine-Grained Image Classification	CodeCode Available	1
LEAF: A Learnable Frontend for Audio Classification	Jan 21, 2021	Audio ClassificationClassification	CodeCode Available	1
TCLR: Temporal Contrastive Learning for Video Representation	Jan 20, 2021	Action ClassificationAction Recognition	CodeCode Available	1
Classifying Scientific Publications with BERT -- Is Self-Attention a Feature Selection Method?	Jan 20, 2021	ArticlesClassification	CodeCode Available	1
Learning Efficient, Explainable and Discriminative Representations for Pulmonary Nodules Classification	Jan 19, 2021	General ClassificationLung Nodule Classification	CodeCode Available	1
Context-aware Attentional Pooling (CAP) for Fine-grained Visual Classification	Jan 17, 2021	Fine-Grained Image ClassificationGeneral Classification	CodeCode Available	1
Counterfactual Generative Networks	Jan 15, 2021	Classificationcounterfactual	CodeCode Available	1
Hyperspectral Image Classification-Traditional to Deep Models: A Survey for Future Prospects	Jan 15, 2021	General ClassificationHyperspectral Image Classification	CodeCode Available	1
OrigamiSet1.0: Two New Datasets for Origami Classification and Difficulty Estimation	Jan 14, 2021	BIG-bench Machine LearningClassification	CodeCode Available	1
Label Contrastive Coding based Graph Neural Network for Graph Classification	Jan 14, 2021	ClassificationContrastive Learning	CodeCode Available	1
Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification	Jan 13, 2021	General ClassificationHierarchical Multi-label Classification	CodeCode Available	1
Big Self-Supervised Models Advance Medical Image Classification	Jan 13, 2021	ClassificationContrastive Learning	CodeCode Available	1
Combining Neural Network Models for Blood Cell Classification	Jan 10, 2021	ClassificationGeneral Classification	CodeCode Available	1
LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification	Jan 9, 2021	General ClassificationMulti Label Text Classification	CodeCode Available	1
Quantum Tensor Network in Machine Learning: An Application to Tiny Object Classification	Jan 8, 2021	BIG-bench Machine LearningClassification	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