SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 7001–7050 of 14581 papers

TitleStatusHype
Node Embedding with Adaptive Similarities for Scalable Learning over GraphsCode0
Robust Classification of Financial Risk—0
Stochastic Gradient Push for Distributed Deep LearningCode0
Reliable Semi-Supervised Learning when Labels are Missing at Random—0
A Consolidated Approach to Convolutional Neural Networks and the Kolmogorov Complexity—0
DynamicGEM: A Library for Dynamic Graph Embedding MethodsCode0
Cross-domain Deep Feature Combination for Bird Species Classification with Audio-visual Data—0
Combining High-Level Features of Raw Audio Waves and Mel-Spectrograms for Audio Tagging—0
Embedding Uncertain Knowledge GraphsCode0
Generalised Differential Privacy for Text Document Processing—0
Temporal Convolutional Neural Network for the Classification of Satellite Image Time SeriesCode0
Multi-task Learning over Graph Structures—0
Learning Robust Representations for Automatic Target Recognition—0
Sentence Encoding with Tree-constrained Relation Networks—0
Towards Machine Learning Prediction of Deep Brain Stimulation (DBS) Intra-operative Efficacy Maps—0
Scene Categorization from Contours: Medial Axis Based Salience Measures—0
Deep Ensemble Tensor Factorization for Longitudinal Patient Trajectories Classification—0
ExpandNets: Linear Over-parameterization to Train Compact Convolutional Networks—0
Glottal Closure Instants Detection From Pathological Acoustic Speech Signal Using Deep Learning—0
Real-Time Sleep Staging using Deep Learning on a Smartphone for a Wearable EEGCode0
OCLEP+: One-class Anomaly and Intrusion Detection Using Minimal Length of Emerging Patterns—0
Recurrently Controlled Recurrent NetworksCode0
MEMOIR: Multi-class Extreme Classification with Inexact Margin—0
Evolutionary-Neural Hybrid Agents for Architecture Search—0
A New Cervical Cytology Dataset for Nucleus Detection and Image Classification (Cervix93) and Methods for Cervical Nucleus DetectionCode0
High Dimensional Classification through _0-Penalized Empirical Risk MinimizationCode0
Explicit Interaction Model towards Text ClassificationCode0
Fine Grained Classification of Personal Data Entities—0
Natural language understanding for task oriented dialog in the biomedical domain in a low resources context—0
Spectral Multigraph Networks for Discovering and Fusing Relationships in MoleculesCode0
A Simple Non-i.i.d. Sampling Approach for Efficient Training and Better Generalization—0
Structured Binary Neural Networks for Accurate Image Classification and Semantic Segmentation—0
Multi-Task Generative Adversarial Network for Handling Imbalanced Clinical Data—0
ICPRAI 2018 SI: On dynamic ensemble selection and data preprocessing for multi-class imbalance learning—0
Driver Behavior Recognition via Interwoven Deep Convolutional Neural Nets with Multi-stream Inputs—0
Detecting Adversarial Perturbations Through Spatial Behavior in Activation Spaces—0
Towards Emotion Recognition: A Persistent Entropy Application—0
Recent Advances in Open Set Recognition: A Survey—0
Pneumonia Detection in Chest Radiographs—0
MGCN: Semi-supervised Classification in Multi-layer Graphs with Graph Convolutional NetworksCode0
Robust Active Learning for Electrocardiographic Signal Classification—0
Improving PSO Global Method for Feature Selection According to Iterations Global Search and Chaotic Theory—0
Adversarial Classifier for Imbalanced Problems—0
Contextualized Non-local Neural Networks for Sequence Learning—0
Compensated Integrated Gradients to Reliably Interpret EEG Classification—0
Attention-Based Deep Neural Networks for Detection of Cancerous and Precancerous Esophagus Tissue on Histopathological SlidesCode0
A Semi-supervised Spatial Spectral Regularized Manifold Local Scaling Cut With HGF for Dimensionality Reduction of Hyperspectral Images—0
Alignment Analysis of Sequential Segmentation of Lexicons to Improve Automatic Cognate DetectionCode0
A Baseline for Multi-Label Image Classification Using An Ensemble of Deep Convolutional Neural NetworksCode0
Fast and interpretable classification of small X-ray diffraction datasets using data augmentation and deep neural networksCode1
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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