SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 1901–1950 of 14581 papers

TitleStatusHype
One-Shot Learning with Triplet Loss for Vegetation Classification Tasks—0
Perceptron Theory Can Predict the Accuracy of Neural Networks—0
Application of the Neural Network Dependability Kit in Real-World Environments—0
Classification of ALS patients based on acoustic analysis of sustained vowel phonationsCode0
Improving the Classification of Rare Chords with Unlabeled Data—0
LSCALE: Latent Space Clustering-Based Active Learning for Node ClassificationCode0
Learning Consistent Deep Generative Models from Sparse Data via Prediction Constraints—0
Assessing The Importance Of Colours For CNNs In Object Recognition—0
Fine-grained Classification via Categorical Memory Networks—0
PAIRS AutoGeo: an Automated Machine Learning Framework for Massive Geospatial Data—0
Source Code Classification for Energy Efficiency in Parallel Ultra Low-Power Microcontrollers—0
Light-Weight 1-D Convolutional Neural Network Architecture for Mental Task Identification and Classification Based on Single-Channel EEG—0
ALReLU: A different approach on Leaky ReLU activation function to improve Neural Networks PerformanceCode0
TF-CR: Weighting Embeddings for Text ClassificationCode0
Distant Domain Transfer Learning for Medical Imaging—0
Weakly Supervised Arrhythmia Detection Based on Deep Convolutional Neural Network—0
Investigating Bias in Image Classification using Model Explanations—0
GNN-XML: Graph Neural Networks for Extreme Multi-label Text Classification—0
KNN Classification with One-step ComputationCode0
Automating Document Classification with Distant Supervision to Increase the Efficiency of Systematic Reviews—0
Machine Learning for Cataract Classification and Grading on Ophthalmic Imaging Modalities: A Survey—0
Convolutional Neural Networks for Multispectral Image Cloud Masking—0
Cost-Based Budget Active Learning for Deep Learning—0
GraphFL: A Federated Learning Framework for Semi-Supervised Node Classification on Graphs—0
Reinforcement Based Learning on Classification Task Could Yield Better Generalization and Adversarial Accuracy—0
Kernelized Classification in Deep Networks—0
Unsupervised Label Refinement Improves Dataless Text ClassificationCode0
3D Graph Anatomy Geometry-Integrated Network for Pancreatic Mass Segmentation, Diagnosis, and Quantitative Patient Management—0
Privacy-Preserving Spam Filtering using Functional Encryption—0
Multi-temporal and multi-source remote sensing image classification by nonlinear relative normalization—0
The Role of Regularization in Shaping Weight and Node Pruning Dependency and Dynamics—0
Hierarchical Deep Recurrent Neural Network based Method for Fault Detection and Diagnosis—0
Big Green at WNUT 2020 Shared Task-1: Relation Extraction as Contextualized Sequence Classification—0
Dartmouth CS at WNUT-2020 Task 2: Informative COVID-19 Tweet Classification Using BERT—0
Randomized kernels for large scale Earth observation applications—0
Quantum Circuit Design SearchCode0
Deformable Gabor Feature Networks for Biomedical Image Classification—0
Black-box Model Inversion Attribute Inference Attacks on Classification Models—0
Meta Ordinal Regression Forest For Learning with Unsure Lung Nodules—0
Hierarchical Human Action Classification with Network Pruning—0
SRECG: ECG Signal Super-resolution Framework for Portable/Wearable Devices in Cardiac Arrhythmias ClassificationCode0
Automatic sampling and training method for wood-leaf classification based on tree terrestrial point cloud—0
Visual Aware Hierarchy Based Food Recognition—0
[Re] Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-AttentionCode0
Art Style Classification with Self-Trained Ensemble of AutoEncoding Transformations—0
PAC-Learning for Strategic Classification—0
Using Machine Learning to Automate Mammogram Images Analysis—0
Food Classification with Convolutional Neural Networks and Multi-Class Linear Discernment AnalysisCode0
Driver Glance Classification In-the-wild: Towards Generalization Across Domains and Subjects—0
MyFood: A Food Segmentation and Classification System to Aid Nutritional Monitoring—0
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All datasetsXORirisActivityFashion-MNISTISOLETMice ProteinMNISTWine

Benchmark Results

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