SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2001–2025 of 14581 papers

TitleStatusHype
Multidimensional Persistence Module Classification via Lattice-Theoretic Convolutions—0
Drone classification from RF fingerprints using deep residual nets—0
Uncertainty-driven ensembles of deep architectures for multiclass classification. Application to COVID-19 diagnosis in chest X-ray images—0
An anatomically-informed 3D CNN for brain aneurysm classification with weak labels—0
Towards better heartbeat segmentation with deep learning classificationCode0
ClusterFace: Joint Clustering and Classification for Set-Based Face Recognition—0
Data-Efficient Classification of Radio GalaxiesCode0
Zero-Shot Audio Classification with Factored Linear and Nonlinear Acoustic-Semantic Projections—0
Deep-learning coupled with novel classification method to classify the urban environment of the developing world—0
Multiclass non-Adversarial Image Synthesis, with Application to Classification from Very Small Sample—0
CRACT: Cascaded Regression-Align-Classification for Robust Visual Tracking—0
Contrastive Representation Learning for Whole Brain Cytoarchitectonic Mapping in Histological Human Brain Sections—0
Adversarial Evaluation of Multimodal Models under Realistic Gray Box Assumption—0
Using Radiomics as Prior Knowledge for Thorax Disease Classification and Localization in Chest X-raysCode0
Zero-Shot Audio Classification via Semantic Embeddings—0
Classification of Priorities Such That Deferred Acceptance is Obviously Strategyproof—0
RTFN: A Robust Temporal Feature Network for Time Series Classification—0
Classification supporting COVID-19 diagnostics based on patient survey data—0
Minimum Variance Embedded Auto-associative Kernel Extreme Learning Machine for One-class Classification—0
Neural Text Classification by Jointly Learning to Cluster and Align—0
On Adversarial Robustness of 3D Point Cloud Classification under Adaptive Attacks—0
Comparisons among different stochastic selection of activation layers for convolutional neural networks for healthcare—0
Multi-task Learning for Human Settlement Extent Regression and Local Climate Zone Classification—0
Automatic Detection and Classification of Tick-borne Skin Lesions using Deep Learning—0
Explainable-by-design Semi-Supervised Representation Learning for COVID-19 Diagnosis from CT Imaging—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