SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 2501–2525 of 14581 papers

TitleStatusHype
A Modified AUC for Training Convolutional Neural Networks: Taking Confidence into Account—0
A Self-supervised Approach for Adversarial RobustnessCode1
Beyond Triplet Loss: Meta Prototypical N-tuple Loss for Person Re-identification—0
Interpretable Classification of Bacterial Raman Spectra with Knockoff WaveletsCode0
Real-time Neural Networks Implementation Proposal for Microcontrollers—0
Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object DetectionCode3
Fair Classification with Noisy Protected Attributes: A Framework with Provable GuaranteesCode0
Motion Prediction using Trajectory Sets and Self-Driving Domain KnowledgeCode0
A Heuristically Self-Organised Linguistic Attribute Deep Learning in Edge Computing For IoT Intelligence—0
Trade-offs between membership privacy & adversarially robust learning—0
Classification Under Misspecification: Halfspaces, Generalized Linear Models, and Connections to EvolvabilityCode0
SEFR: A Fast Linear-Time Classifier for Ultra-Low Power DevicesCode1
Lorentz Group Equivariant Neural Network for Particle PhysicsCode1
Distributionally Robust Weighted k-Nearest Neighbors—0
How useful is Active Learning for Image-based Plant Phenotyping?Code0
Thoracic Disease Identification and Localization using Distance Learning and Region Verification—0
Entropic Out-of-Distribution Detection: Seamless Detection of Unknown ExamplesCode1
Medical Concept Normalization in User Generated Texts by Learning Target Concept Embeddings—0
Multi-view Contrastive Learning for Online Knowledge DistillationCode1
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
Scene Image Representation by Foreground, Background and Hybrid Features—0
Neuropsychiatric Disease Classification Using Functional Connectomics -- Results of the Connectomics in NeuroImaging Transfer Learning Challenge—0
Generation of Differentially Private Heterogeneous Electronic Health Records—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