SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 11151–11200 of 14581 papers

TitleStatusHype
ENIGMA: Efficient Learning-based Inference Guiding Machine—0
Dirty Pixels: Towards End-to-End Image Processing and PerceptionCode0
Characterisation of speech diversity using self-organising maps—0
Aggressive Sampling for Multi-class to Binary Reduction with Applications to Text ClassificationCode0
Regularizing Neural Networks by Penalizing Confident Output DistributionsCode0
Unsupervised Joint Mining of Deep Features and Image Labels for Large-scale Radiology Image Categorization and Scene Recognition—0
Residual and Plain Convolutional Neural Networks for 3D Brain MRI ClassificationCode0
Effective and Extensible Feature Extraction Method Using Genetic Algorithm-Based Frequency-Domain Feature Search for Epileptic EEG Multi-classification—0
DeadNet: Identifying Phototoxicity from Label-free Microscopy Images of Cells using Deep ConvNets—0
End-To-End Visual Speech Recognition With LSTMs—0
Empirical Study of Drone Sound Detection in Real-Life Environment with Deep Neural NetworksCode0
Stability Enhanced Large-Margin Classifier Selection—0
Leveraging Cognitive Features for Sentiment Analysis—0
A Joint Framework for Argumentative Text Analysis Incorporating Domain Knowledge—0
Lipschitz Properties for Deep Convolutional Networks—0
Transfer learning for multi-center classification of chronic obstructive pulmonary disease—0
On The Construction of Extreme Learning Machine for Online and Offline One-Class Classification - An Expanded Toolbox—0
Online Learning with Regularized Kernel for One-class Classification—0
3D Morphology Prediction of Progressive Spinal Deformities from Probabilistic Modeling of Discriminant Manifolds—0
Classification of MRI data using Deep Learning and Gaussian Process-based Model Selection—0
Geometric features for voxel-based surface recognitionCode0
Auxiliary Multimodal LSTM for Audio-visual Speech Recognition and Lipreading—0
Deep Memory Networks for Attitude Identification—0
Semantic classifier approach to document classification—0
Density-Wise Two Stage Mammogram Classification using Texture Exploiting Descriptors—0
Location Inference from Tweets using Grid-based Classification—0
Scalable and Incremental Learning of Gaussian Mixture Models—0
Cost-Effective Active Learning for Deep Image ClassificationCode0
Deep Neural Networks for Czech Multi-label Document Classification—0
Sparse-TDA: Sparse Realization of Topological Data Analysis for Multi-Way Classification—0
Scaling Binarized Neural Networks on Reconfigurable Logic—0
Compressive Sensing via Convolutional Factor Analysis—0
Efficient Twitter Sentiment Classification using Subjective Distant Supervision—0
Distinguishing Antonyms and Synonyms in a Pattern-based Neural NetworkCode0
Efficient Image Set Classification using Linear Regression based Image Reconstruction—0
Deep Learning for Logo Recognition—0
Methods for Mapping Forest Disturbance and Degradation from Optical Earth Observation Data: a Review—0
On Reject and Refine Options in Multicategory Classification—0
Tunable GMM Kernels—0
Stage 4 validation of the Satellite Image Automatic Mapper lightweight computer program for Earth observation Level 2 product generation, Part 2 Validation—0
On Classification of Distorted Images with Deep Convolutional Neural Networks—0
Stage 4 validation of the Satellite Image Automatic Mapper lightweight computer program for Earth observation Level 2 product generation, Part 1 Theory—0
Oriented Response NetworksCode0
Structural Attention Neural Networks for improved sentiment analysis—0
Sign Language Recognition Using Temporal Classification—0
Classification Accuracy Improvement for Neuromorphic Computing Systems with One-level Precision Synapses—0
Group Visual Sentiment Analysis—0
Deep Learning for Time-Series Analysis—0
DeepFace: Face Generation using Deep Learning—0
Large-scale Isolated Gesture Recognition Using Convolutional Neural Networks—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
1XBNETAccuracy100—Unverified
2MONT3Accuracy100—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy42—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy67.7—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy68.5—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy13.4—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy90.6—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified