General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 26–50 of 14581 papers

Title	Date	Tasks	Status	Hype
Explainable Abuse Detection as Intent Classification and Slot Filling	Oct 6, 2022	Abuse DetectionGeneral Classification	CodeCode Available	0
A kernel-based quantum random forest for improved classification	Oct 5, 2022	General ClassificationQuantum Machine Learning	CodeCode Available	1
Learning Temporal Resolution in Spectrogram for Audio Classification	Oct 4, 2022	Audio ClassificationGeneral Classification	CodeCode Available	1
Domain Adaptation for Question Answering via Question Classification	Sep 12, 2022	Domain AdaptationGeneral Classification	CodeCode Available	0
Supervised Dimensionality Reduction and Image Classification Utilizing Convolutional Autoencoders	Aug 25, 2022	Deep LearningDimensionality Reduction	CodeCode Available	1
Semi-supervised classification using a supervised autoencoder for biomedical applications	Aug 22, 2022	General Classification	CodeCode Available	0
Stop&Hop: Early Classification of Irregular Time Series	Aug 21, 2022	Early ClassificationGeneral Classification	CodeCode Available	1
Autism spectrum disorder classification based on interpersonal neural synchrony: Can classification be improved by dyadic neural biomarkers using unsupervised graph representation learning?	Aug 17, 2022	General ClassificationGraph Representation Learning	CodeCode Available	0
Toward Interpretable Sleep Stage Classification Using Cross-Modal Transformers	Aug 15, 2022	Automatic Sleep Stage ClassificationDeep Learning	CodeCode Available	1
Acceleration of Subspace Learning Machine via Particle Swarm Optimization and Parallel Processing	Aug 15, 2022	ClassificationGeneral Classification	—Unverified	0
Visual Localization via Few-Shot Scene Region Classification	Aug 14, 2022	General ClassificationMemorization	CodeCode Available	1
On the Limitations of Continual Learning for Malware Classification	Aug 13, 2022	Continual LearningGeneral Classification	CodeCode Available	1
USB: A Unified Semi-supervised Learning Benchmark for Classification	Aug 12, 2022	General ClassificationGPU	CodeCode Available	3
Scalable Quantum Neural Networks for Classification	Aug 4, 2022	Binary ClassificationGeneral Classification	CodeCode Available	1
PyABSA: A Modularized Framework for Reproducible Aspect-based Sentiment Analysis	Aug 2, 2022	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	CodeCode Available	3
Inductive and Transductive Few-Shot Video Classification via Appearance and Temporal Alignments	Jul 21, 2022	General ClassificationVideo Classification	CodeCode Available	1
Large Scale Radio Frequency Signal Classification	Jul 20, 2022	DiversityGeneral Classification	CodeCode Available	2
Visual Knowledge Tracing	Jul 20, 2022	Autonomous DrivingGeneral Classification	CodeCode Available	1
Contributions of Shape, Texture, and Color in Visual Recognition	Jul 19, 2022	AttributeGeneral Classification	CodeCode Available	1
Semi-Supervised Temporal Action Detection with Proposal-Free Masking	Jul 14, 2022	Action DetectionGeneral Classification	CodeCode Available	1
A Data-Efficient Deep Learning Framework for Segmentation and Classification of Histopathology Images	Jul 13, 2022	General ClassificationMedical Image Segmentation	CodeCode Available	0
TabPFN: A Transformer That Solves Small Tabular Classification Problems in a Second	Jul 5, 2022	AutoMLBayesian Inference	CodeCode Available	5
RevBiFPN: The Fully Reversible Bidirectional Feature Pyramid Network	Jun 28, 2022	General Classificationimage-classification	CodeCode Available	1
Protoformer: Embedding Prototypes for Transformers	Jun 25, 2022	ClassificationGeneral Classification	CodeCode Available	1
Truly Unordered Probabilistic Rule Sets for Multi-class Classification	Jun 17, 2022	General ClassificationMulti-class Classification	CodeCode Available	0

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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