SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Showing 1065110700 of 14581 papers

TitleStatusHype
Hardware-Software Codesign of Accurate, Multiplier-free Deep Neural Networks0
A Feature Embedding Strategy for High-level CNN representations from Multiple ConvNets0
Object-Level Context Modeling For Scene Classification with Context-CNN0
Net2Vec: Deep Learning for the Network0
Context-aware stacked convolutional neural networks for classification of breast carcinomas in whole-slide histopathology images0
DeepTingle0
Skin lesion detection based on an ensemble of deep convolutional neural network0
Drug-drug Interaction Extraction via Recurrent Neural Network with Multiple Attention Layers0
Relevance-based Word Embedding0
Automatic Recognition of Mammal Genera on Camera-Trap Images using Multi-Layer Robust Principal Component Analysis and Mixture Neural Networks0
Cross-label Suppression: A Discriminative and Fast Dictionary Learning with Group Regularization0
A Design Methodology for Efficient Implementation of Deconvolutional Neural Networks on an FPGACode0
TrajectoryNet: An Embedded GPS Trajectory Representation for Point-based Classification Using Recurrent Neural Networks0
Classification and Representation via Separable Subspaces: Performance Limits and Algorithms0
Deep Patch Learning for Weakly Supervised Object Classification and DiscoveryCode0
A Study and Comparison of Human and Deep Learning Recognition Performance Under Visual Distortions0
Sparse Representation-based Open Set RecognitionCode0
ChestX-ray8: Hospital-scale Chest X-ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax DiseasesCode1
DeepCorrect: Correcting DNN models against Image DistortionsCode0
Cross-lingual Distillation for Text ClassificationCode0
From Zero-shot Learning to Conventional Supervised Classification: Unseen Visual Data Synthesis0
Senti17 at SemEval-2017 Task 4: Ten Convolutional Neural Network Voters for Tweet Polarity Classification0
Learning with Confident Examples: Rank Pruning for Robust Classification with Noisy LabelsCode0
Marine Animal Classification with Correntropy Loss Based Multi-view Learning0
On the effectiveness of feature set augmentation using clusters of word embeddings0
Amobee at SemEval-2017 Task 4: Deep Learning System for Sentiment Detection on Twitter0
Pointed subspace approach to incomplete data0
One-Class Semi-Supervised Learning: Detecting Linearly Separable Class by its Mean0
Deep Learning for Tumor Classification in Imaging Mass Spectrometry0
Broadband DOA estimation using Convolutional neural networks trained with noise signalsCode0
Data Collection from Persons with Mild Forms of Cognitive Impairment and Healthy Controls - Infrastructure for Classification and Prediction of Dementia0
Regularizing Model Complexity and Label Structure for Multi-Label Text ClassificationCode0
Towards well-specified semi-supervised model-based classifiers via structural adaptation0
Hyperspectral Image Classification with Markov Random Fields and a Convolutional Neural NetworkCode0
Discriminative Nonlinear Analysis Operator Learning: When Cosparse Model Meets Image Classification0
Scalable Twin Neural Networks for Classification of Unbalanced DataCode0
Active Collaborative Ensemble Tracking0
Deep Multi-view Models for Glitch Classification0
A Tribe Competition-Based Genetic Algorithm for Feature Selection in Pattern Classification0
A Survey of Neural Network Techniques for Feature Extraction from Text0
A Network Perspective on Stratification of Multi-Label Data0
Prediction of Daytime Hypoglycemic Events Using Continuous Glucose Monitoring Data and Classification Technique0
On Using Active Learning and Self-Training when Mining Performance Discussions on Stack Overflow0
A Generalization of Convolutional Neural Networks to Graph-Structured DataCode0
Konzept für Bildanalysen in Hochdurchsatz-Systemen am Beispiel des Zebrabärblings0
Deep Text Classification Can be Fooled0
Introspective Generative Modeling: Decide Discriminatively0
FWDA: a Fast Wishart Discriminant Analysis with its Application to Electronic Health Records Data Classification0
Some Like it Hoax: Automated Fake News Detection in Social NetworksCode0
Skeleton-based Action Recognition with Convolutional Neural NetworksCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1KNNAccuracy93.1Unverified
2RFAccuracy92.96Unverified
3CARTAccuracy92.82Unverified
4LDAAccuracy77.22Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100Unverified
2XBNETAccuracy100Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy42Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy67.7Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy68.5Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy13.4Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy90.6Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100Unverified