SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 1051–1100 of 14581 papers

TitleStatusHype
Source Code Classification for Energy Efficiency in Parallel Ultra Low-Power Microcontrollers—0
Learning Consistent Deep Generative Models from Sparse Data via Prediction Constraints—0
A unified framework for closed-form nonparametric regression, classification, preference and mixed problems with Skew Gaussian ProcessesCode1
Fine-grained Classification via Categorical Memory Networks—0
Multi-direction Networks with Attentional Spectral Prior for Hyperspectral Image ClassificationCode1
ALReLU: A different approach on Leaky ReLU activation function to improve Neural Networks PerformanceCode0
Classifying Breast Histopathology Images with a Ductal Instance-Oriented PipelineCode1
TF-CR: Weighting Embeddings for Text ClassificationCode0
Distant Domain Transfer Learning for Medical Imaging—0
Investigating Bias in Image Classification using Model Explanations—0
What Makes for End-to-End Object Detection?Code1
GNN-XML: Graph Neural Networks for Extreme Multi-label Text Classification—0
Weakly Supervised Arrhythmia Detection Based on Deep Convolutional Neural Network—0
SE-ECGNet: A Multi-scale Deep Residual Network with Squeeze-and-Excitation Module for ECG Signal ClassificationCode1
MOCCA: Multi-Layer One-Class ClassificAtion for Anomaly DetectionCode1
Entropy Maximization and Meta Classification for Out-Of-Distribution Detection in Semantic SegmentationCode1
Automating Document Classification with Distant Supervision to Increase the Efficiency of Systematic Reviews—0
Know Your Limits: Uncertainty Estimation with ReLU Classifiers Fails at Reliable OOD DetectionCode1
Cost-Based Budget Active Learning for Deep Learning—0
Anomaly Detection in Time Series with Triadic Motif Fields and Application in Atrial Fibrillation ECG ClassificationCode1
KNN Classification with One-step ComputationCode0
Machine Learning for Cataract Classification and Grading on Ophthalmic Imaging Modalities: A Survey—0
Mapping the Space of Chemical Reactions Using Attention-Based Neural NetworksCode1
Convolutional Neural Networks for Multispectral Image Cloud Masking—0
Label Confusion Learning to Enhance Text Classification ModelsCode1
Kernelized Classification in Deep Networks—0
Canonical Capsules: Self-Supervised Capsules in Canonical PoseCode1
Unsupervised Label Refinement Improves Dataless Text ClassificationCode0
Privacy-Preserving Spam Filtering using Functional Encryption—0
3D Graph Anatomy Geometry-Integrated Network for Pancreatic Mass Segmentation, Diagnosis, and Quantitative Patient Management—0
Reinforcement Based Learning on Classification Task Could Yield Better Generalization and Adversarial Accuracy—0
Scale Aware Adaptation for Land-Cover Classification in Remote Sensing ImageryCode1
GraphFL: A Federated Learning Framework for Semi-Supervised Node Classification on Graphs—0
Hierarchical Human Action Classification with Network Pruning—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
Black-box Model Inversion Attribute Inference Attacks on Classification Models—0
Quantum Circuit Design SearchCode0
Randomized kernels for large scale Earth observation applications—0
Multi-temporal and multi-source remote sensing image classification by nonlinear relative normalization—0
VideoMix: Rethinking Data Augmentation for Video ClassificationCode1
SRECG: ECG Signal Super-resolution Framework for Portable/Wearable Devices in Cardiac Arrhythmias ClassificationCode0
Meta Ordinal Regression Forest For Learning with Unsure Lung Nodules—0
Hyperspectral Classification Based on Lightweight 3-D-CNN With Transfer LearningCode1
The Role of Regularization in Shaping Weight and Node Pruning Dependency and Dynamics—0
Deformable Gabor Feature Networks for Biomedical Image Classification—0
Hierarchical Deep Recurrent Neural Network based Method for Fault Detection and Diagnosis—0
[Re] Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-AttentionCode0
Using Machine Learning to Automate Mammogram Images Analysis—0
Art Style Classification with Self-Trained Ensemble of AutoEncoding Transformations—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