SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 3151–3200 of 14581 papers

TitleStatusHype
Probabilistic Object Classification using CNN ML-MAP layers—0
A Process for the Evaluation of Node Embedding Methods in the Context of Node Classification—0
Applying the Decisiveness and Robustness Metrics to Convolutional Neural Networks—0
Synthesizing lesions using contextual GANs improves breast cancer classification on mammograms—0
Fixed-size Objects Encoding for Visual Relationship Detection—0
Deep graph learning for semi-supervised classification—0
Variational Autoencoder with Embedded Student-t Mixture Model for Authorship Attribution—0
CNN-based Approach for Cervical Cancer Classification in Whole-Slide Histopathology ImagesCode0
Multimodal Feature Fusion and Knowledge-Driven Learning via Experts Consult for Thyroid Nodule Classification—0
Using Source Code Density to Improve the Accuracy of Automatic Commit Classification into Maintenance ActivitiesCode0
User Intent Inference for Web Search and Conversational Agents—0
Detection and Classification of Internal Faults in Power Transformers using Tree-based Classifiers—0
Improving Generalized Zero-Shot Learning by Semantic Discriminator—0
Contextual Dialogue Act Classification for Open-Domain Conversational AgentsCode0
Fuzziness-based Spatial-Spectral Class Discriminant Information Preserving Active Learning for Hyperspectral Image ClassificationCode0
Calibrated Surrogate Losses for Adversarially Robust Classification—0
Adversarial Classification via Distributional Robustness with Wasserstein Ambiguity—0
Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning—0
ConCET: Entity-Aware Topic Classification for Open-Domain Conversational AgentsCode0
Generative Adversarial Networks for Bitcoin Data Augmentation—0
Language Representation Models for Fine-Grained Sentiment ClassificationCode0
Center3D: Center-based Monocular 3D Object Detection with Joint Depth Understanding—0
Explaining Neural Networks by Decoding Layer ActivationsCode0
Counterfactual Detection meets Transfer LearningCode0
On Mutual Information in Contrastive Learning for Visual Representations—0
Evolutionary NAS with Gene Expression Programming of Cellular EncodingCode0
Unifying Few- and Zero-Shot Egocentric Action Recognition—0
Identification of Crystal Symmetry from Noisy Diffraction Patterns by A Shape Analysis and Deep LearningCode0
Minimizing Supervision in Multi-label Categorization—0
Class-Weighted Classification: Trade-offs and Robust ApproachesCode0
Instance Explainable Temporal Network For Multivariate Timeseries—0
Is deeper better? It depends on locality of relevant features—0
Spoken digit classification using a spin-wave delay-line active-ring reservoir computing—0
Comparing BERT against traditional machine learning text classification—0
CRUDE: Calibrating Regression Uncertainty Distributions Empirically—0
Vertically Federated Graph Neural Network for Privacy-Preserving Node Classification—0
Adaptive Adversarial Logits Pairing—0
End-to-End Auditory Object Recognition via Inception Nucleus—0
On Irrelevance of Attributes in Flexible Prediction—0
Policy Entropy for Out-of-Distribution Classification—0
Speaker and Posture Classification using Instantaneous Intraspeech Breathing Features—0
Bayesian Stress Testing of Models in a Classification HierarchyCode0
AutoMSC: Automatic Assignment of Mathematics Subject Classification LabelsCode0
Integrated Node Encoder for Labelled Textual Networks—0
Networks with pixels embedding: a method to improve noise resistance in images classificationCode0
Emotion-robust EEG Classification for Motor Imagery—0
Fine-Grain Few-Shot Vision via Domain Knowledge as Hyperspherical Priors—0
Adversarial Attack on Hierarchical Graph Pooling Neural Networks—0
Pulmonary Nodule Malignancy Classification Using its Temporal Evolution with Two-Stream 3D Convolutional Neural Networks—0
Customized Graph Neural Networks—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