SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 4751–4800 of 14581 papers

TitleStatusHype
Urban Sound Tagging using Convolutional Neural NetworksCode0
Deep neural networks for automated classification of colorectal polyps on histopathology slides: A multi-institutional evaluation—0
Interpreting Undesirable Pixels for Image Classification on Black-Box Models—0
Classification of Histopathological Biopsy Images Using Ensemble of Deep Learning Networks—0
A Hybrid Deep Learning Architecture for Leukemic B-lymphoblast Classification—0
Deep Learning and Random Forest-Based Augmentation of sRNA Expression Profiles—0
Balanced Binary Neural Networks with Gated ResidualCode0
Hyperspectral Image Classification With Context-Aware Dynamic Graph Convolutional Network—0
A Quest for Structure: Jointly Learning the Graph Structure and Semi-Supervised ClassificationCode0
Breast Cancer Diagnosis with Transfer Learning and Global Pooling—0
Graph-Preserving Grid Layout: A Simple Graph Drawing Method for Graph Classification using CNNs—0
Two-stage Image Classification Supervised by a Single Teacher Single Student ModelCode0
Universal Graph Transformer Self-Attention NetworksCode0
Rethinking Text Attribute Transfer: A Lexical AnalysisCode0
RADE: Resource-Efficient Supervised Anomaly Detection Using Decision Tree-Based Ensemble Methods—0
Lower Bounds on Adversarial Robustness from Optimal TransportCode0
Pre-train, Interact, Fine-tune: A Novel Interaction Representation for Text Classification—0
Towards Automated Biometric Identification of Sea Turtles (Chelonia mydas)—0
Non-imaging single-pixel sensing with optimized binary modulation—0
The Power of Communities: A Text Classification Model with Automated Labeling Process Using Network Community Detection—0
Deep Learning for RF Signal Classification in Unknown and Dynamic Spectrum Environments—0
A Kolmogorov Complexity Approach to Generalization in Deep Learning—0
Haar Graph PoolingCode0
Gated Channel Transformation for Visual RecognitionCode0
Classification Logit Two-sample Testing by Neural NetworksCode0
A Theoretical Analysis of the Number of Shots in Few-Shot Learning—0
Decoder Choice Network for Meta-LearningCode0
Automated identification of neural cells in the multi-photon images using deep-neural networks—0
A Closer Look at Domain Shift for Deep Learning in HistopathologyCode0
Beyond image classification: zooplankton identification with deep vector space embeddings—0
Constrained deep neural network architecture search for IoT devices accounting hardware calibration—0
Entropy from Machine LearningCode0
Anchor Loss: Modulating Loss Scale based on Prediction DifficultyCode0
Augmenting the Pathology Lab: An Intelligent Whole Slide Image Classification System for the Real World—0
PolSAR Image Classification Based on Dilated Convolution and Pixel-Refining Parallel Mapping network in the Complex DomainCode0
Semi-supervised classification on graphs using explicit diffusion dynamicsCode0
Recognizing Topic Change in Search Sessions of Digital Libraries based on Thesaurus and Classification System—0
Unsupervised Deep Features for Privacy Image Classification—0
Automatic Mouse Embryo Brain Ventricle & Body Segmentation and Mutant Classification From Ultrasound Data Using Deep Learning—0
Syntax-Aware Aspect-Level Sentiment Classification with Proximity-Weighted Convolution NetworkCode0
Detection of Classifier Inconsistencies in Image Steganalysis—0
Deep Multi-Facial patches Aggregation Network for Expression Classification from Face Images—0
AHA! an 'Artificial Hippocampal Algorithm' for Episodic Machine Learning—0
Does BERT Make Any Sense? Interpretable Word Sense Disambiguation with Contextualized EmbeddingsCode0
KnowBias: Detecting Political Polarity in Long Text Content—0
Classification in asymmetric spaces via sample compression—0
Tag-based Semantic Features for Scene Image Classification—0
Class Activation Map generation by Multiple Level Class Grouping and Orthogonal Constraint—0
Dynamic data fusion using multi-input models for malware classificationCode0
Defending Against Physically Realizable Attacks on Image ClassificationCode0
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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