SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 3076–3100 of 14581 papers

TitleStatusHype
Off-the-shelf sensor vs. experimental radar -- How much resolution is necessary in automotive radar classification?—0
DcardNet: Diabetic Retinopathy Classification at Multiple Levels Based on Structural and Angiographic Optical Coherence Tomography—0
CLAIMED: A CLAssification-Incorporated Minimum Energy Design to explore a multivariate response surface with feasibility constraints—0
Provable tradeoffs in adversarially robust classification—0
Bombus Species Image Classification—0
Machine Learning Automatically Detects COVID-19 using Chest CTs in a Large Multicenter Cohort—0
Input-independent Attention Weights Are Expressive Enough: A Study of Attention in Self-supervised Audio Transformers—0
A Modified AUC for Training Convolutional Neural Networks: Taking Confidence into Account—0
Interpretable Classification of Bacterial Raman Spectra with Knockoff WaveletsCode0
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
Real-time Neural Networks Implementation Proposal for Microcontrollers—0
Beyond Triplet Loss: Meta Prototypical N-tuple Loss for Person Re-identification—0
Motion Prediction using Trajectory Sets and Self-Driving Domain KnowledgeCode0
Fair Classification with Noisy Protected Attributes: A Framework with Provable GuaranteesCode0
Ensemble-based Feature Selection and Classification Model for DNS Typo-squatting Detection—0
Thoracic Disease Identification and Localization using Distance Learning and Region Verification—0
Distributionally Robust Weighted k-Nearest Neighbors—0
Medical Concept Normalization in User Generated Texts by Learning Target Concept Embeddings—0
How useful is Active Learning for Image-based Plant Phenotyping?Code0
Deep Mining External Imperfect Data for Chest X-ray Disease Screening—0
Neuropsychiatric Disease Classification Using Functional Connectomics -- Results of the Connectomics in NeuroImaging Transfer Learning Challenge—0
A Simplified 2D-3D CNN Architecture for Hyperspectral Image Classification Based on Spatial–Spectral Fusion—0
Content and Context Features for Scene Image Representation—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