General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 101–125 of 14581 papers

Title	Date	Tasks	Status	Hype
Towards Good Practices for Efficiently Annotating Large-Scale Image Classification Datasets	Apr 26, 2021	General Classificationimage-classification	CodeCode Available	1
Wise-SrNet: A Novel Architecture for Enhancing Image Classification by Learning Spatial Resolution of Feature Maps	Apr 26, 2021	ClassificationGeneral Classification	CodeCode Available	1
Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System	Apr 24, 2021	ClassificationFew-Shot Text Classification	CodeCode Available	1
All Tokens Matter: Token Labeling for Training Better Vision Transformers	Apr 22, 2021	AllEfficient ViTs	CodeCode Available	1
So-ViT: Mind Visual Tokens for Vision Transformer	Apr 22, 2021	ClassificationGeneral Classification	CodeCode Available	1
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text	Apr 22, 2021	Action ClassificationAction Recognition	CodeCode Available	1
Rule Generation for Classification: Scalability, Interpretability, and Fairness	Apr 21, 2021	ClassificationFairness	CodeCode Available	1
Seed Word Selection for Weakly-Supervised Text Classification with Unsupervised Error Estimation	Apr 20, 2021	Binary ClassificationGeneral Classification	CodeCode Available	1
Permutation-Invariant Variational Autoencoder for Graph-Level Representation Learning	Apr 20, 2021	ClusteringGeneral Classification	CodeCode Available	1
GPT3Mix: Leveraging Large-scale Language Models for Text Augmentation	Apr 18, 2021	Data AugmentationGeneral Classification	CodeCode Available	1
R&R: Metric-guided Adversarial Sentence Generation	Apr 17, 2021	Adversarial AttackGeneral Classification	CodeCode Available	1
Three-level Hierarchical Transformer Networks for Long-sequence and Multiple Clinical Documents Classification	Apr 17, 2021	Document ClassificationGeneral Classification	CodeCode Available	1
Emotion Classification in a Resource Constrained Language Using Transformer-based Approach	Apr 17, 2021	ClassificationEmotion Classification	CodeCode Available	1
Self-Supervised Graph Neural Networks for Improved Electroencephalographic Seizure Analysis	Apr 16, 2021	ClassificationEEG	CodeCode Available	1
An Empirical Study of Graph-Based Approaches for Semi-Supervised Time Series Classification	Apr 16, 2021	Binary ClassificationGeneral Classification	CodeCode Available	1
Temporal Adaptation of BERT and Performance on Downstream Document Classification: Insights from Social Media	Apr 16, 2021	Document ClassificationDomain Adaptation	CodeCode Available	1
Controlled abstention neural networks for identifying skillful predictions for classification problems	Apr 16, 2021	General Classification	CodeCode Available	1
Text Guide: Improving the quality of long text classification by a text selection method based on feature importance	Apr 15, 2021	ClassificationExplainable artificial intelligence	CodeCode Available	1
Contrastive Learning for Sports Video: Unsupervised Player Classification	Apr 15, 2021	ClassificationContrastive Learning	CodeCode Available	1
HIVE-COTE 2.0: a new meta ensemble for time series classification	Apr 15, 2021	General ClassificationTime Series	CodeCode Available	1
Neural Architecture Search of Deep Priors: Towards Continual Learning without Catastrophic Interference	Apr 14, 2021	Continual LearningGeneral Classification	CodeCode Available	1
Fruit Quality and Defect Image Classification with Conditional GAN Data Augmentation	Apr 12, 2021	ClassificationData Augmentation	CodeCode Available	1
WHOSe Heritage: Classification of UNESCO World Heritage "Outstanding Universal Value" Documents with Soft Labels	Apr 12, 2021	General ClassificationManagement	CodeCode Available	1
Continual Learning for Text Classification with Information Disentanglement Based Regularization	Apr 12, 2021	Continual LearningDisentanglement	CodeCode Available	1
Zero-Shot Learning on 3D Point Cloud Objects and Beyond	Apr 11, 2021	3D Point Cloud ClassificationClassification	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