SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 1601–1650 of 14581 papers

TitleStatusHype
A Transformer-based Framework for Multivariate Time Series Representation LearningCode1
Cross-Lingual Text Classification with Minimal Resources by Transferring a Sparse TeacherCode0
Identifying Spurious Correlations for Robust Text ClassificationCode1
Poison Attacks against Text Datasets with Conditional Adversarially Regularized AutoencoderCode1
Visualizing Color-wise Saliency of Black-Box Image Classification Models—0
Assisted Probe Positioning for Ultrasound Guided Radiotherapy Using Image Sequence Classification—0
Exploring the Interchangeability of CNN Embedding Spaces—0
FaultNet: A Deep Convolutional Neural Network for bearing fault classificationCode1
Multi-Loss Sub-Ensembles for Accurate Classification with Uncertainty Estimation—0
A Fully Hyperbolic Neural Model for Hierarchical Multi-Class ClassificationCode1
Learning by Minimizing the Sum of Ranked RangeCode0
Graph Cross Networks with Vertex Infomax PoolingCode1
Pointwise Binary Classification with Pairwise Confidence Comparisons—0
Enhancing Haptic Distinguishability of Surface Materials with Boosting Technique—0
Orthogonal Multi-view Analysis by Successive Approximations via Eigenvectors—0
A Study for Universal Adversarial Attacks on Texture Recognition—0
IoT Malware Network Traffic Classification using Visual Representation and Deep Learning—0
Data-efficient Online Classification with Siamese Networks and Active Learning—0
MetaDetect: Uncertainty Quantification and Prediction Quality Estimates for Object DetectionCode0
COVID-19 Classification of X-ray Images Using Deep Neural Networks—0
Bounding Boxes Are All We Need: Street View Image Classification via Context Encoding of Detected BuildingsCode1
A Deep Genetic Programming based Methodology for Art Media Classification Robust to Adversarial Perturbations—0
An ensemble of Density based Geometric One-Class Classifier and Genetic Algorithm—0
AVECL-UMONS database for audio-visual event classification and localization—0
Exploiting Unsupervised Data for Emotion Recognition in ConversationsCode1
STIL -- Simultaneous Slot Filling, Translation, Intent Classification, and Language Identification: Initial Results using mBART on MultiATIS++Code0
Remote Sensing Image Scene Classification with Self-Supervised Paradigm under Limited Labeled Samples—0
Deep Composer Classification Using Symbolic RepresentationCode0
An Evaluation of Classification Methods for 3D Printing Time-Series Data—0
Enhancing Fine-grained Sentiment Classification Exploiting Local Context EmbeddingCode2
Smart-Inspect: Micro Scale Localization and Classification of Smartphone Glass Defects for Industrial Automation—0
Extreme-SAX: Extreme Points Based Symbolic Representation for Time Series Classification—0
Explainable Online Validation of Machine Learning Models for Practical Applications—0
Linear Classifier Combination via Multiple Potential FunctionsCode0
A new dataset of dog breed images and a benchmark for fine-grained classification—0
Assessing Robustness of Text Classification through Maximal Safe Radius ComputationCode0
Using Unlabeled Data for Increasing Low-Shot Classification Accuracy of Relevant and Open-Set Irrelevant Images—0
Learning Variational Word Masks to Improve the Interpretability of Neural Text ClassifiersCode1
StreamSoNG: A Soft Streaming Classification Approach—0
Cost-Sensitive Regularization for Diabetic Retinopathy Grading from Eye Fundus ImagesCode1
Agnostic Learning of Halfspaces with Gradient Descent via Soft Margins—0
Ray-based classification framework for high-dimensional dataCode1
Fast Few-Shot Classification by Few-Iteration Meta-LearningCode0
Deep learning for time series classificationCode2
Small Drone Classification with Light CNN and New Micro-Doppler Signature Extraction Method Based on A-SPC Technique—0
Ask-n-Learn: Active Learning via Reliable Gradient Representations for Image Classification—0
Attention-Aware Noisy Label Learning for Image Classification—0
Detecting Autism Spectrum Disorder using Machine Learning—0
Bilateral Asymmetry Guided Counterfactual Generating Network for Mammogram Classification—0
Multiple Instance Learning with Center Embeddings for Histopathology ClassificationCode1
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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