SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 4751–4800 of 14581 papers

TitleStatusHype
Shallow Domain Adaptive Embeddings for Sentiment Analysis—0
Needles in Haystacks: On Classifying Tiny Objects in Large ImagesCode0
Sub-Spectrogram Segmentation for Environmental Sound Classification via Convolutional Recurrent Neural Network and Score Level Fusion—0
Few-shot Text Classification with Distributional SignaturesCode1
Double-Coupling Learning for Multi-Task Data Stream Classification—0
Automated classification of plasma regions using 3D particle energy distributions—0
Deep learning for Plankton and Coral Classification—0
IoU-balanced Loss Functions for Single-stage Object Detection—0
Semi-Supervised Semantic Segmentation with High- and Low-level ConsistencyCode0
Multi-class Hierarchical Question Classification for Multiple Choice Science ExamsCode0
Recognition of Ischaemia and Infection in Diabetic Foot Ulcers: Dataset and Techniques—0
Skin Lesion Segmentation and Classification for ISIC 2018 by Combining Deep CNN and Handcrafted Features—0
Once a MAN: Towards Multi-Target Attack via Learning Multi-Target Adversarial Network Once—0
Debiasing Personal Identities in Toxicity Classification—0
Generalised Zero-Shot Learning with Domain Classification in a Joint Semantic and Visual Space—0
Benchmarking the Robustness of Semantic Segmentation Models—0
End-to-End Learning from Complex Multigraphs with Latent-Graph Convolutional NetworksCode0
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
Fine-grained Information Status Classification Using Discourse Context-Aware Self-Attention—0
Multimodal Emotion Recognition Using Deep Canonical Correlation AnalysisCode0
Local Score Dependent Model Explanation for Time Dependent Covariates—0
Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World DataCode1
Atlas: A Dataset and Benchmark for E-commerce Clothing Product CategorizationCode0
Design space exploration of Ferroelectric FET based Processing-in-Memory DNN Accelerator—0
Douglas-Quaid -- Open Source Image Matching LibraryCode0
Left Ventricle Quantification Using Direct Regression with Segmentation Regularization and Ensembles of Pretrained 2D and 3D CNNs—0
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
Neural Image Compression and ExplanationCode0
A persistent homology approach to heart rate variability analysis with an application to sleep-wake classificationCode0
Adaptive Ensemble of Classifiers with Regularization for Imbalanced Data Classification—0
Graph Embedding Using Infomax for ASD Classification and Brain Functional Difference Detection—0
Catching the Phish: Detecting Phishing Attacks using Recurrent Neural Networks (RNNs)—0
A Fast and Precise Method for Large-Scale Land-Use Mapping Based on Deep Learning—0
Bayesian Inference for Large Scale Image Classification—0
Biologically-inspired Salience Affected Artificial Neural Network (SANN)Code0
TEASER: Early and Accurate Time Series ClassificationCode0
Optimal multiclass overfitting by sequence reconstruction from Hamming queries—0
Uncheatable Machine Learning Inference—0
Augmenting Variational Autoencoders with Sparse Labels: A Unified Framework for Unsupervised, Semi-(un)supervised, and Supervised Learning—0
Interpretability Analysis of Heartbeat Classification Based on Heartbeat Activity’s Global Sequence Features and BiLSTM-Attention Neural Network—0
Fine-Tuning Models Comparisons on Garbage Classification for Recyclability—0
A Simple and Effective Approach for Fine Tuning Pre-trained Word Embeddings for Improved Text ClassificationCode0
Debiasing Embeddings for Reduced Gender Bias in Text Classification—0
Advocacy Learning: Learning through Competition and Class-Conditional Representations—0
Robust Learning with Jacobian RegularizationCode0
Regression Constraint for an Explainable Cervical Cancer Classifier—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