General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1001–1025 of 14581 papers

Title	Date	Tasks	Status	Hype
The Unreasonable Effectiveness of Texture Transfer for Single Image Super-resolution	Jul 31, 2018	General ClassificationImage Reconstruction	CodeCode Available	1
This Looks Like That, Because ... Explaining Prototypes for Interpretable Image Recognition	Nov 5, 2020	ClassificationGeneral Classification	CodeCode Available	1
Three Steps to Multimodal Trajectory Prediction: Modality Clustering, Classification and Synthesis	Mar 14, 2021	ClusteringGeneral Classification	CodeCode Available	1
Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning	Mar 9, 2020	Few-Shot LearningGeneral Classification	CodeCode Available	1
Tiny Transformers for Environmental Sound Classification at the Edge	Mar 22, 2021	ClassificationEnvironmental Sound Classification	CodeCode Available	1
All Tokens Matter: Token Labeling for Training Better Vision Transformers	Apr 22, 2021	AllEfficient ViTs	CodeCode Available	1
Towards Good Practices for Efficiently Annotating Large-Scale Image Classification Datasets	Apr 26, 2021	General Classificationimage-classification	CodeCode Available	1
Toward Interpretable Sleep Stage Classification Using Cross-Modal Transformers	Aug 15, 2022	Automatic Sleep Stage ClassificationDeep Learning	CodeCode Available	1
Towards Robust Classification with Deep Generative Forests	Jul 11, 2020	BIG-bench Machine LearningClassification	CodeCode Available	1
Towards Robustness to Label Noise in Text Classification via Noise Modeling	Jan 27, 2021	ClassificationGeneral Classification	CodeCode Available	1
Anomaly Detection in Time Series with Triadic Motif Fields and Application in Atrial Fibrillation ECG Classification	Dec 9, 2020	Anomaly DetectionAtrial Fibrillation Detection	CodeCode Available	1
Self-paced Ensemble for Highly Imbalanced Massive Data Classification	Sep 8, 2019	ClassificationGeneral Classification	CodeCode Available	1
Transductive Zero-Shot Learning for 3D Point Cloud Classification	Dec 16, 2019	3D Point Cloud ClassificationClassification	CodeCode Available	1
Transfer Learning for Brain-Computer Interfaces: A Euclidean Space Data Alignment Approach	Aug 8, 2018	EEGElectroencephalogram (EEG)	CodeCode Available	1
Transform-Invariant Convolutional Neural Networks for Image Classification and Search	Nov 28, 2019	ClassificationGeneral Classification	CodeCode Available	1
Transparent Classification with Multilayer Logical Perceptrons and Random Binarization	Dec 10, 2019	BinarizationClassification	CodeCode Available	1
Triplet-Watershed for Hyperspectral Image Classification	Mar 17, 2021	ClassificationGeneral Classification	CodeCode Available	1
Ontology-driven weak supervision for clinical entity classification in electronic health records	Aug 5, 2020	General ClassificationNamed Entity Recognition (NER)	CodeCode Available	1
TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification	Oct 23, 2020	ClassificationGeneral Classification	CodeCode Available	1
Two-stage Training of Graph Neural Networks for Graph Classification	Nov 10, 2020	ClassificationGeneral Classification	CodeCode Available	1
ULSAM: Ultra-Lightweight Subspace Attention Module for Compact Convolutional Neural Networks	Jun 26, 2020	Fine-Grained Image ClassificationGeneral Classification	CodeCode Available	1
Ultra Efficient Transfer Learning with Meta Update for Cross Subject EEG Classification	Mar 13, 2020	EEGElectroencephalogram (EEG)	CodeCode Available	1
An Unsupervised Autoregressive Model for Speech Representation Learning	Apr 5, 2019	General Classificationmodel	CodeCode Available	1
A Realistic Evaluation of Semi-Supervised Learning for Fine-Grained Classification	Apr 1, 2021	General ClassificationTransfer Learning	CodeCode Available	1
Atrial Fibrillation Detection and ECG Classification based on CNN-BiLSTM	Nov 12, 2020	Atrial Fibrillation DetectionClassification	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