SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 4451–4500 of 14581 papers

TitleStatusHype
Two-stage Image Classification Supervised by a Single Teacher Single Student ModelCode0
Lower Bounds on Adversarial Robustness from Optimal TransportCode0
Pre-train, Interact, Fine-tune: A Novel Interaction Representation for Text Classification—0
Universal Graph Transformer Self-Attention NetworksCode0
RADE: Resource-Efficient Supervised Anomaly Detection Using Decision Tree-Based Ensemble Methods—0
A Kolmogorov Complexity Approach to Generalization in Deep Learning—0
Classification Logit Two-sample Testing by Neural NetworksCode0
A Theoretical Analysis of the Number of Shots in Few-Shot Learning—0
Automated identification of neural cells in the multi-photon images using deep-neural networks—0
Beyond image classification: zooplankton identification with deep vector space embeddings—0
Deep Learning for RF Signal Classification in Unknown and Dynamic Spectrum Environments—0
A Closer Look at Domain Shift for Deep Learning in HistopathologyCode0
Haar Graph PoolingCode0
Decoder Choice Network for Meta-LearningCode0
Gated Channel Transformation for Visual RecognitionCode0
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
Towards Automated Biometric Identification of Sea Turtles (Chelonia mydas)—0
Unsupervised Deep Features for Privacy Image Classification—0
PolSAR Image Classification Based on Dilated Convolution and Pixel-Refining Parallel Mapping network in the Complex DomainCode0
Recognizing Topic Change in Search Sessions of Digital Libraries based on Thesaurus and Classification System—0
Semi-supervised classification on graphs using explicit diffusion dynamicsCode0
Anchor Loss: Modulating Loss Scale based on Prediction DifficultyCode0
Constrained deep neural network architecture search for IoT devices accounting hardware calibration—0
Entropy from Machine LearningCode0
Augmenting the Pathology Lab: An Intelligent Whole Slide Image Classification System for the Real World—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
Does BERT Make Any Sense? Interpretable Word Sense Disambiguation with Contextualized EmbeddingsCode0
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
Classification in asymmetric spaces via sample compression—0
KnowBias: Detecting Political Polarity in Long Text Content—0
Tag-based Semantic Features for Scene Image Classification—0
Dynamic data fusion using multi-input models for malware classificationCode0
Class Activation Map generation by Multiple Level Class Grouping and Orthogonal Constraint—0
A Layered Architecture for Active Perception: Image Classification using Deep Reinforcement Learning—0
Defending Against Physically Realizable Attacks on Image ClassificationCode0
Adversarial Learning with Margin-based Triplet Embedding RegularizationCode0
Sampling Bias in Deep Active Classification: An Empirical StudyCode0
Target-Specific Action Classification for Automated Assessment of Human Motor Behavior from Video—0
Toward Robust Image Classification—0
Timage -- A Robust Time Series Classification PipelineCode0
Testing the robustness of attribution methods for convolutional neural networks in MRI-based Alzheimer's disease classification—0
Efficient Prealignment of CT Scans for Registration through a Bodypart Regressor—0
Argumentative Relation Classification as Plausibility Ranking—0
Adversarial Vulnerability Bounds for Gaussian Process Classification—0
Differentially Private Regression and Classification with Sparse Gaussian Processes—0
Automated detection of oral pre-cancerous tongue lesions using deep learning for early diagnosis of oral cavity cancer—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