SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 2501–2550 of 14581 papers

TitleStatusHype
A Modified AUC for Training Convolutional Neural Networks: Taking Confidence into Account—0
Interpretable Classification of Bacterial Raman Spectra with Knockoff WaveletsCode0
Beyond Triplet Loss: Meta Prototypical N-tuple Loss for Person Re-identification—0
A Self-supervised Approach for Adversarial RobustnessCode1
Real-time Neural Networks Implementation Proposal for Microcontrollers—0
Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object DetectionCode3
A Heuristically Self-Organised Linguistic Attribute Deep Learning in Edge Computing For IoT Intelligence—0
Lorentz Group Equivariant Neural Network for Particle PhysicsCode1
Trade-offs between membership privacy & adversarially robust learning—0
SEFR: A Fast Linear-Time Classifier for Ultra-Low Power DevicesCode1
Motion Prediction using Trajectory Sets and Self-Driving Domain KnowledgeCode0
Classification Under Misspecification: Halfspaces, Generalized Linear Models, and Connections to EvolvabilityCode0
Fair Classification with Noisy Protected Attributes: A Framework with Provable GuaranteesCode0
Medical Concept Normalization in User Generated Texts by Learning Target Concept Embeddings—0
How useful is Active Learning for Image-based Plant Phenotyping?Code0
Entropic Out-of-Distribution Detection: Seamless Detection of Unknown ExamplesCode1
Multi-view Contrastive Learning for Online Knowledge DistillationCode1
Thoracic Disease Identification and Localization using Distance Learning and Region Verification—0
Distributionally Robust Weighted k-Nearest Neighbors—0
Leveraging the Feature Distribution in Transfer-based Few-Shot LearningCode1
Deep Mining External Imperfect Data for Chest X-ray Disease Screening—0
A Simplified 2D-3D CNN Architecture for Hyperspectral Image Classification Based on Spatial–Spectral Fusion—0
Classification Aware Neural Topic Model and its Application on a New COVID-19 Disinformation Corpus—0
SEAL: Scientific Keyphrase Extraction and Classification—0
Neuropsychiatric Disease Classification Using Functional Connectomics -- Results of the Connectomics in NeuroImaging Transfer Learning Challenge—0
Scene Image Representation by Foreground, Background and Hybrid Features—0
Generation of Differentially Private Heterogeneous Electronic Health Records—0
Visual Transformers: Token-based Image Representation and Processing for Computer VisionCode1
Providing reliability in Recommender Systems through Bernoulli Matrix FactorizationCode0
Content and Context Features for Scene Image Representation—0
Network Together: Node Classification via Cross-Network Deep Network EmbeddingCode1
Semi-supervised and Unsupervised Methods for Heart Sounds Classification in Restricted Data Environments—0
Pathological myopia classification with simultaneous lesion segmentation using deep learning—0
Deep Sequential Feature Learning in Clinical Image Classification of Infectious Keratitis—0
Handling missing data in model-based clustering—0
2D Image Features Detector And Descriptor Selection Expert System—0
Adaptive Checkpoint Adjoint Method for Gradient Estimation in Neural ODECode1
Classification with Valid and Adaptive CoverageCode1
Exploration of Interpretability Techniques for Deep COVID-19 Classification using Chest X-ray ImagesCode1
Exploiting Class Labels to Boost Performance on Embedding-based Text Classification—0
Image Classification in the Dark using Quanta Image Sensors—0
Constraint Reductions—0
Multi-Temporal Scene Classification and Scene Change Detection with Correlation based FusionCode1
Learning Multi-Modal Nonlinear Embeddings: Performance Bounds and an Algorithm—0
Interpretable Time-series Classification on Few-shot SamplesCode1
Open-Set Recognition with Gaussian Mixture Variational Autoencoders—0
A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency LossCode1
On the Equivalence between Online and Private Learnability beyond Binary Classification—0
A heterogeneous branch and multi-level classification network for person re-identification—0
Countering hate on social media: Large scale classification of hate and counter speech—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