General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 751–775 of 14581 papers

Title	Date	Tasks	Status	Hype
Hierarchical Image Classification using Entailment Cone Embeddings	Apr 2, 2020	ClassificationGeneral 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
A new Backdoor Attack in CNNs by training set corruption without label poisoning	Feb 12, 2019	Backdoor AttackGeneral Classification	CodeCode Available	1
HIVE-COTE 2.0: a new meta ensemble for time series classification	Apr 15, 2021	General ClassificationTime Series	CodeCode Available	1
How Many Data Points is a Prompt Worth?	Mar 15, 2021	ClassificationGeneral Classification	CodeCode Available	1
How Powerful are Graph Neural Networks?	Oct 1, 2018	General ClassificationGraph 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
HYDRA: A multimodal deep learning framework for malware classification	May 12, 2020	ClassificationDeep Learning	CodeCode Available	1
Acquisition of Localization Confidence for Accurate Object Detection	Jul 30, 2018	General ClassificationObject	CodeCode Available	1
Hyperspectral Image Classification with Attention Aided CNNs	May 25, 2020	ClassificationGeneral Classification	CodeCode Available	1
Identifying Spurious Correlations for Robust Text Classification	Oct 6, 2020	Classificationfeature selection	CodeCode Available	1
IIRC: Incremental Implicitly-Refined Classification	Dec 23, 2020	Classificationclass-incremental learning	CodeCode Available	1
Image Classification by Reinforcement Learning with Two-State Q-Learning	Jun 28, 2020	ClassificationGeneral Classification	CodeCode Available	1
Image Classification with Deep Learning in the Presence of Noisy Labels: A Survey	Dec 11, 2019	General Classificationimage-classification	CodeCode Available	1
ImageNet Large Scale Visual Recognition Challenge	Sep 1, 2014	General Classificationimage-classification	CodeCode Available	1
Imaging Time-Series to Improve Classification and Imputation	Jun 1, 2015	ClassificationGeneral Classification	CodeCode Available	1
An evidential classifier based on Dempster-Shafer theory and deep learning	Mar 25, 2021	ClassificationGeneral Classification	CodeCode Available	1
Improving the Resolution of CNN Feature Maps Efficiently with Multisampling	May 28, 2018	General Classificationimage-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
Incremental learning for the detection and classification of GAN-generated images	Oct 3, 2019	Face GenerationGeneral Classification	CodeCode Available	1
A Fully Hyperbolic Neural Model for Hierarchical Multi-Class Classification	Oct 5, 2020	ClassificationEntity Typing	CodeCode Available	1
Inductive Unsupervised Domain Adaptation for Few-Shot Classification via Clustering	Jun 23, 2020	ClassificationClustering	CodeCode Available	1
Informed Machine Learning -- A Taxonomy and Survey of Integrating Knowledge into Learning Systems	Mar 29, 2019	BIG-bench Machine LearningGeneral Classification	CodeCode Available	1
Inherent Weight Normalization in Stochastic Neural Networks	Oct 27, 2019	General Classification	CodeCode Available	1
Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning	Mar 9, 2020	Few-Shot LearningGeneral Classification	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