SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 5251–5300 of 14581 papers

TitleStatusHype
PyramNet: Point Cloud Pyramid Attention Network and Graph Embedding Module for Classification and Segmentation—0
Variational Resampling Based Assessment of Deep Neural Networks under Distribution ShiftCode0
Globally-Aware Multiple Instance Classifier for Breast Cancer Screening—0
Equalized odds postprocessing under imperfect group informationCode0
Deep Learning For Experimental Hybrid Terrestrial and Satellite Interference Management—0
Deep Robust Single Image Depth Estimation Neural Network Using Scene Understanding—0
Robustness for Non-Parametric Classification: A Generic Attack and DefenseCode0
FSPool: Learning Set Representations with Featurewise Sort PoolingCode0
Iterative Self-Learning: Semi-Supervised Improvement to Dataset Volumes and Model Accuracy—0
From Caesar Cipher to Unsupervised Learning: A New Method for Classifier Parameter Estimation—0
Scene and Environment Monitoring Using Aerial Imagery and Deep Learning—0
Robust Attacks against Multiple ClassifiersCode0
Towards Scalable and Reliable Capsule Networks for Challenging NLP ApplicationsCode0
Using anomaly detection to support classification of fast running (packaging) processes—0
Primal-Dual Block Frank-WolfeCode0
Selecting Biomarkers for building optimal treatment selection rules using Kernel Machines—0
Should Adversarial Attacks Use Pixel p-Norm?—0
Guided learning for weakly-labeled semi-supervised sound event detectionCode0
GIBBONFINDR: An R package for the detection and classification of acoustic signalsCode1
Application of Machine Learning to accidents detection at directional drilling—0
A Method for Evaluating Chimeric Synchronization of Coupled Oscillators and Its Application for Creating a Neural Network Information Converter—0
Flexibly Fair Representation Learning by Disentanglement—0
Analysis of Automatic Annotation Suggestions for Hard Discourse-Level Tasks in Expert Domains—0
Collage Inference: Achieving low tail latency during distributed image classification using coded redundancy models—0
A Deep Learning Framework for Classification of in vitro Multi-Electrode Array Recordings—0
Automated Classification of Seizures against Nonseizures: A Deep Learning Approach—0
Large-Scale Multi-Label Text Classification on EU LegislationCode1
Two-Stream Region Convolutional 3D Network for Temporal Activity Detection—0
Variational Pretraining for Semi-supervised Text ClassificationCode1
Variational Inference for Graph Convolutional Networks in the Absence of Graph Data and Adversarial SettingsCode0
On the use of Pairwise Distance Learning for Brain Signal Classification with Limited ObservationsCode0
Privacy-Preserving Classification of Personal Text Messages with Secure Multi-Party Computation: An Application to Hate-Speech Detection—0
Visual Confusion Label Tree For Image Classification—0
Neural Legal Judgment Prediction in English—0
Semi-supervised semantic segmentation needs strong, varied perturbationsCode1
Do Image Classifiers Generalize Across Time?Code0
A GLCM Embedded CNN Strategy for Computer-aided Diagnosis in Intracerebral Hemorrhage—0
Interpretable and Differentially Private PredictionsCode0
Generalized Linear Rule Models—0
A Feature Transfer Enabled Multi-Task Deep Learning Model on Medical Imaging—0
DEMO-Net: Degree-specific Graph Neural Networks for Node and Graph ClassificationCode0
AI-Skin : Skin Disease Recognition based on Self-learning and Wide Data Collection through a Closed Loop Framework—0
Discriminative Few-Shot Learning Based on Directional Statistics—0
A Tunable Loss Function for Robust Classification: Calibration, Landscape, and GeneralizationCode0
Evaluation and Improvement of Chatbot Text Classification Data Quality Using Plausible Negative ExamplesCode0
A Natural Language-Inspired Multi-label Video Streaming Traffic Classification Method Based on Deep Neural Networks—0
Bayesian Active Learning With Abstention Feedbacks—0
Assessing the Robustness of Bayesian Dark Knowledge to Posterior Uncertainty—0
In-memory hyperdimensional computing—0
Understanding the Limitations of Conditional Generative Models—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