SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 5051–5100 of 14581 papers

TitleStatusHype
Semi-Supervised Semantic Segmentation with High- and Low-level ConsistencyCode0
Multi-class Hierarchical Question Classification for Multiple Choice Science ExamsCode0
Deep learning for Plankton and Coral Classification—0
IoU-balanced Loss Functions for Single-stage Object Detection—0
Automated classification of plasma regions using 3D particle energy distributions—0
Double-Coupling Learning for Multi-Task Data Stream Classification—0
Generalised Zero-Shot Learning with Domain Classification in a Joint Semantic and Visual Space—0
End-to-End Learning from Complex Multigraphs with Latent-Graph Convolutional NetworksCode0
Benchmarking the Robustness of Semantic Segmentation Models—0
Debiasing Personal Identities in Toxicity Classification—0
Recognition of Ischaemia and Infection in Diabetic Foot Ulcers: Dataset and Techniques—0
Once a MAN: Towards Multi-Target Attack via Learning Multi-Target Adversarial Network Once—0
Skin Lesion Segmentation and Classification for ISIC 2018 by Combining Deep CNN and Handcrafted Features—0
Local Score Dependent Model Explanation for Time Dependent Covariates—0
Multimodal Emotion Recognition Using Deep Canonical Correlation AnalysisCode0
Fine-grained Information Status Classification Using Discourse Context-Aware Self-Attention—0
Heartbeat Classification in Wearables Using Multi-layer Perceptron and Time-Frequency Joint Distribution of ECG—0
A Deep Evolutionary Approach to Bioinspired Classifier Optimisation for Brain-Machine Interaction—0
Design space exploration of Ferroelectric FET based Processing-in-Memory DNN Accelerator—0
Atlas: A Dataset and Benchmark for E-commerce Clothing Product CategorizationCode0
Left Ventricle Quantification Using Direct Regression with Segmentation Regularization and Ensembles of Pretrained 2D and 3D CNNs—0
Douglas-Quaid -- Open Source Image Matching LibraryCode0
Matching Images and Text with Multi-modal Tensor Fusion and Re-rankingCode0
PCGAN-CHAR: Progressively Trained Classifier Generative Adversarial Networks for Classification of Noisy Handwritten Bangla Characters—0
Deep ensemble network with explicit complementary model for accuracy-balanced classification—0
Breast Ultrasound Computer-Aided Diagnosis Using Structure-Aware Triplet Path Networks—0
A persistent homology approach to heart rate variability analysis with an application to sleep-wake classificationCode0
A Fast and Precise Method for Large-Scale Land-Use Mapping Based on Deep Learning—0
Adaptive Ensemble of Classifiers with Regularization for Imbalanced Data Classification—0
Catching the Phish: Detecting Phishing Attacks using Recurrent Neural Networks (RNNs)—0
Bayesian Inference for Large Scale Image Classification—0
Graph Embedding Using Infomax for ASD Classification and Brain Functional Difference Detection—0
Neural Image Compression and ExplanationCode0
TEASER: Early and Accurate Time Series ClassificationCode0
Biologically-inspired Salience Affected Artificial Neural Network (SANN)Code0
Uncheatable Machine Learning Inference—0
Optimal multiclass overfitting by sequence reconstruction from Hamming queries—0
Augmenting Variational Autoencoders with Sparse Labels: A Unified Framework for Unsupervised, Semi-(un)supervised, and Supervised Learning—0
Regression Constraint for an Explainable Cervical Cancer Classifier—0
Robust Learning with Jacobian RegularizationCode0
Self-supervised Attention Model for Weakly Labeled Audio Event Classification—0
Interpretability Analysis of Heartbeat Classification Based on Heartbeat Activity’s Global Sequence Features and BiLSTM-Attention Neural Network—0
Debiasing Embeddings for Reduced Gender Bias in Text Classification—0
Advocacy Learning: Learning through Competition and Class-Conditional Representations—0
A Simple and Effective Approach for Fine Tuning Pre-trained Word Embeddings for Improved Text ClassificationCode0
Fine-Tuning Models Comparisons on Garbage Classification for Recyclability—0
Classification of Hand Movements from EEG using a Deep Attention-based LSTM Network—0
Explaining Convolutional Neural Networks using Softmax Gradient Layer-wise Relevance PropagationCode0
Generalised Zero-Shot Learning with a Classifier Ensemble over Multi-Modal Embedding Spaces—0
Multiple Riemannian Manifold-valued Descriptors based Image Set Classification with Multi-Kernel Metric Learning—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