SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 13101–13150 of 14581 papers

TitleStatusHype
Kernel-Based Ensemble Learning in PythonCode0
A Commonsense Reasoning Framework for Explanatory Emotion Attribution, Generation and Re-classificationCode0
Ensemble representation learning: an analysis of fitness and survival for wrapper-based genetic programming methodsCode0
Learning Deep Latent Spaces for Multi-Label ClassificationCode0
Improving Context Aware Language ModelsCode0
Deep Learning for Target Classification from SAR Imagery: Data Augmentation and Translation InvarianceCode0
Large-Scale Plant Classification with Deep Neural NetworksCode0
Ensembles of Randomized Time Series Shapelets Provide Improved Accuracy while Reducing Computational CostsCode0
Do Image Classifiers Generalize Across Time?Code0
A Systematic Evaluation of Recent Deep Learning Architectures for Fine-Grained Vehicle ClassificationCode0
Learning Interpretable Rules for Multi-label ClassificationCode0
Ensemble Wrapper Subsampling for Deep Modulation ClassificationCode0
CayleyNets: Graph Convolutional Neural Networks with Complex Rational Spectral FiltersCode0
Highly Efficient Follicular Segmentation in Thyroid Cytopathological Whole Slide ImageCode0
CBAM: Convolutional Block Attention ModuleCode0
Deep Learning for Video Classification and CaptioningCode0
A Greedy Algorithm to Cluster SpecialistsCode0
LSCALE: Latent Space Clustering-Based Active Learning for Node ClassificationCode0
Interpretable Selection and Visualization of Features and Interactions Using Bayesian ForestsCode0
ProtoryNet - Interpretable Text Classification Via Prototype TrajectoriesCode0
A Systematic Evaluation: Fine-Grained CNN vs. Traditional CNN ClassifiersCode0
Active Convolution: Learning the Shape of Convolution for Image ClassificationCode0
Deep Learning Human Mind for Automated Visual ClassificationCode0
Interpretable Sequence Classification via Discrete OptimizationCode0
Funnelling: A New Ensemble Method for Heterogeneous Transfer Learning and its Application to Cross-Lingual Text ClassificationCode0
Interpretable Classification of Bacterial Raman Spectra with Knockoff WaveletsCode0
Active Authentication using an Autoencoder regularized CNN-based One-Class ClassifierCode0
A Deep Learning Model for Chilean Bills ClassificationCode0
Centroid Based Concept Learning for RGB-D Indoor Scene ClassificationCode0
Kernel Graph Convolutional Neural NetworksCode0
Are Few-Shot Learning Benchmarks too Simple ? Solving them without Task Supervision at Test-TimeCode0
A CNN-RNN Architecture for Multi-Label Weather RecognitionCode0
Entropy from Machine LearningCode0
Bi-Semantic Reconstructing Generative Network for Zero-shot LearningCode0
An Improvement of Data Classification Using Random Multimodel Deep Learning (RMDL)Code0
CFM-BD: a distributed rule induction algorithm for building Compact Fuzzy Models in Big Data classification problemsCode0
CGMOS: Certainty Guided Minority OverSamplingCode0
A CNN adapted to time series for the classification of SupernovaeCode0
Deep Learning on Small Datasets without Pre-Training using Cosine LossCode0
Chained Multi-stream Networks Exploiting Pose, Motion, and Appearance for Action Classification and DetectionCode0
Chainer: a Next-Generation Open Source Framework for Deep LearningCode0
Fusing Document, Collection and Label Graph-based Representations with Word Embeddings for Text ClassificationCode0
Environmental Sound Classification on Microcontrollers using Convolutional Neural NetworksCode0
Deep Learning the City : Quantifying Urban Perception At A Global ScaleCode0
A C-LSTM Neural Network for Text ClassificationCode0
2.75D: Boosting learning by representing 3D Medical imaging to 2D features for small dataCode0
EnzyNet: enzyme classification using 3D convolutional neural networks on spatial representationCode0
Deep Learning using Linear Support Vector MachinesCode0
Deep Learning using Rectified Linear Units (ReLU)Code0
ChannelNets: Compact and Efficient Convolutional Neural Networks via Channel-Wise ConvolutionsCode0
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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