SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2601–2625 of 14581 papers

TitleStatusHype
User Intent Inference for Web Search and Conversational Agents—0
ConCET: Entity-Aware Topic Classification for Open-Domain Conversational AgentsCode0
Improving Generalized Zero-Shot Learning by Semantic Discriminator—0
CNN-based Approach for Cervical Cancer Classification in Whole-Slide Histopathology ImagesCode0
Using Source Code Density to Improve the Accuracy of Automatic Commit Classification into Maintenance ActivitiesCode0
Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning—0
Adversarial Classification via Distributional Robustness with Wasserstein Ambiguity—0
Variational Autoencoder with Embedded Student-t Mixture Model for Authorship Attribution—0
Fuzziness-based Spatial-Spectral Class Discriminant Information Preserving Active Learning for Hyperspectral Image ClassificationCode0
Multimodal Feature Fusion and Knowledge-Driven Learning via Experts Consult for Thyroid Nodule Classification—0
Contextual Dialogue Act Classification for Open-Domain Conversational AgentsCode0
Unifying Few- and Zero-Shot Egocentric Action Recognition—0
Few-Shot Open-Set Recognition using Meta-LearningCode1
Language Representation Models for Fine-Grained Sentiment ClassificationCode0
Evolutionary NAS with Gene Expression Programming of Cellular EncodingCode0
Explaining Neural Networks by Decoding Layer ActivationsCode0
On Mutual Information in Contrastive Learning for Visual Representations—0
Center3D: Center-based Monocular 3D Object Detection with Joint Depth Understanding—0
Generative Adversarial Networks for Bitcoin Data Augmentation—0
Counterfactual Detection meets Transfer LearningCode0
SafeML: Safety Monitoring of Machine Learning Classifiers through Statistical Difference MeasureCode1
Joint Learning of Vessel Segmentation and Artery/Vein Classification with Post-processingCode1
Skew Gaussian Processes for ClassificationCode1
Instance Explainable Temporal Network For Multivariate Timeseries—0
Comparing BERT against traditional machine learning text classification—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