SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 651–700 of 14581 papers

TitleStatusHype
Improving Scene Graph Classification by Exploiting Knowledge from Texts—0
Rationally Inattentive Utility Maximization for Interpretable Deep Image ClassificationCode0
Mars Image Content Classification: Three Years of NASA Deployment and Recent Advances—0
An Enhanced Corpus for Arabic Newspapers Comments—0
Identifying the Origin of Finger Vein Samples Using Texture Descriptors—0
A Ranking Approach to Fair Classification—0
Common Spatial Generative Adversarial Networks based EEG Data Augmentation for Cross-Subject Brain-Computer Interface—0
Plotting time: On the usage of CNNs for time series classification—0
Improving filling level classification with adversarial training—0
Soccer Event Detection Using Deep Learning—0
Rapid Classification of Glaucomatous Fundus Images—0
Deep Learning Based Walking Tasks Classification in Older Adults using fNIRS—0
Leaf Image-based Plant Disease Identification using Color and Texture Features—0
Assessing Fairness in Classification Parity of Machine Learning Models in Healthcare—0
Bacteriophage classification for assembled contigs using Graph Convolutional NetworkCode1
What's in a Name? -- Gender Classification of Names with Character Based Machine Learning Models—0
Classification based on Topological Data Analysis—0
MIN2Net: End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG ClassificationCode1
Privacy-Preserving Video Classification with Convolutional Neural Networks—0
Deep Semi-Supervised Learning for Time Series ClassificationCode1
BinaryCoP: Binary Neural Network-based COVID-19 Face-Mask Wear and Positioning Predictor on Edge DevicesCode1
Video-based Hierarchical Species Classification for Longline Fishing Monitoring—0
Achieving Explainability for Plant Disease Classification with Disentangled Variational Autoencoders—0
Multi-Task Self-Supervised Pre-Training for Music Classification—0
Hyperspherical embedding for novel class classification—0
Boost AI Power: Data Augmentation Strategies with unlabelled Data and Conformal Prediction, a Case in Alternative Herbal Medicine Discrimination with Electronic Nose—0
Improving state estimation through projection post-processing for activity recognition with application to footballCode0
Instance-based learning using the Half-Space Proximal Graph—0
Optimised one-class classification performance—0
Mask Guided Attention For Fine-Grained Patchy Image ClassificationCode1
Deep reinforcement learning-based image classification achieves perfect testing set accuracy for MRI brain tumors with a training set of only 30 images—0
Uncertain Time Series Classification With Shapelet TransformCode1
General-Purpose Speech Representation Learning through a Self-Supervised Multi-Granularity Framework—0
Nearest Neighbor-based Importance Weighting—0
Deep CNNs for large scale species classification—0
Learning Graph Representations—0
Detecting Bias in Transfer Learning Approaches for Text Classification—0
Noise-robust classification with hypergraph neural network—0
Trusted Multi-View ClassificationCode1
Unobserved classes and extra variables in high-dimensional discriminant analysis—0
Time Series Classification via Topological Data Analysis—0
Interpretable COVID-19 Chest X-Ray Classification via Orthogonality Constraint—0
Recurrent Neural Network for MoonBoard Climbing Route Classification and Generation—0
Graph Classification Based on Skeleton and Component Features—0
PSLA: Improving Audio Tagging with Pretraining, Sampling, Labeling, and AggregationCode1
Super-klust: Another Way of Piecewise Linear ClassificationCode0
Prediction of low-keV monochromatic images from polyenergetic CT scans for improved automatic detection of pulmonary embolism—0
When Noise meets Chaos: Stochastic Resonance in Neurochaos LearningCode1
Single Model Deep Learning on Imbalanced Small Datasets for Skin Lesion ClassificationCode1
Generative Adversarial Minority Oversampling for Spectral-Spatial Hyperspectral Image ClassificationCode1
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All datasetsXORirisActivityFashion-MNISTISOLETMice ProteinMNISTWine

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1KNNAccuracy93.1—Unverified
2RFAccuracy92.96—Unverified
3CARTAccuracy92.82—Unverified
4LDAAccuracy77.22—Unverified
#ModelMetricClaimedVerifiedStatus
1XBNETAccuracy100—Unverified
2MONT3Accuracy100—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy42—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy67.7—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy68.5—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy13.4—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy90.6—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified