SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 251–300 of 14581 papers

TitleStatusHype
Image Segmentation, Compression and Reconstruction from Edge Distribution Estimation with Random Field and Random Cluster Theories—0
Out-of-distribution detection in satellite image classification—0
Deep Transformer Networks for Time Series Classification: The NPP Safety Case—0
eGAN: Unsupervised approach to class imbalance using transfer learningCode0
Speech based Depression Severity Level Classification Using a Multi-Stage Dilated CNN-LSTM Model—0
BERT-based Chinese Text Classification for Emergency Domain with a Novel Loss Function—0
Self-Weighted Ensemble Method to Adjust the Influence of Individual Models based on Reliability—0
AdCOFE: Advanced Contextual Feature Extraction in Conversations for emotion classification—0
Chest X-Ray Bone Suppression for Improving Classification of Tuberculosis-Consistent Findings—0
Robust Training of Social Media Image Classification Models for Rapid Disaster Response—0
Class-Wise Principal Component Analysis for hyperspectral image feature extraction—0
Prototypical Region Proposal Networks for Few-Shot Localization and Classification—0
A Deep Ensemble-based Wireless Receiver Architecture for Mitigating Adversarial Attacks in Automatic Modulation Classification—0
Scaling up graph homomorphism for classification via sampling—0
Classification, Slippage, Failure and Discovery—0
Detecting of a Patient's Condition From Clinical Narratives Using Natural Language Representation—0
Fingerprint Presentation Attack Detection utilizing Time-Series, Color Fingerprint Captures—0
DeepI2P: Image-to-Point Cloud Registration via Deep ClassificationCode1
Exploring the Relationship Between Algorithm Performance, Vocabulary, and Run-Time in Text ClassificationCode0
Robust Self-Ensembling Network for Hyperspectral Image ClassificationCode1
Contrastive Learning of Global-Local Video RepresentationsCode1
Hollow-tree Super: a directional and scalable approach for feature importance in boosted tree models—0
Quantum Enhanced Filter: QFilter—0
Harmless label noise and informative soft-labels in supervised classification—0
Analysis Towards Classification of Infection and Ischaemia of Diabetic Foot Ulcers—0
Deep Learning and Traffic Classification: Lessons learned from a commercial-grade dataset with hundreds of encrypted and zero-day applications—0
Distilling and Transferring Knowledge via cGAN-generated Samples for Image Classification and RegressionCode0
MPN: Multimodal Parallel Network for Audio-Visual Event Localization—0
A fully automated end-to-end process for fluorescence microscopy images of yeast cells: From segmentation to detection and classification—0
IndoFashion : Apparel Classification for Indian Ethnic ClothesCode1
Comparing Transfer and Meta Learning Approaches on a Unified Few-Shot Classification BenchmarkCode0
Robust Adversarial Classification via Abstaining—0
Disentangled Non-Local Network for Hyperspectral and LiDAR Data Classification—0
White Box Methods for Explanations of Convolutional Neural Networks in Image Classification Tasks—0
Classification with Runge-Kutta networks and feature space augmentationCode0
Hyperspectral and LiDAR data classification based on linear self-attention—0
Beyond Categorical Label Representations for Image ClassificationCode1
Brain Tumors Classification for MR images based on Attention Guided Deep Learning Model—0
SERRANT: a syntactic classifier for English Grammatical Error TypesCode1
Robust Classification Under _0 Attack for the Gaussian Mixture Model—0
An Analysis of State-of-the-art Activation Functions For Supervised Deep Neural Network—0
BBAEG: Towards BERT-based Biomedical Adversarial Example Generation for Text ClassificationCode0
AST: Audio Spectrogram TransformerCode2
Explainability-aided Domain Generalization for Image Classification—0
SetConv: A New Approach for Learning from Imbalanced Data—0
Gradient-based Adversarial Deep Modulation Classification with Data-driven Subsampling—0
Exploring the Role of BERT Token Representations to Explain Sentence Probing ResultsCode0
Sparse Universum Quadratic Surface Support Vector Machine Models for Binary Classification—0
Intent Recognition and Unsupervised Slot Identification for Low Resourced Spoken Dialog Systems—0
A surrogate loss function for optimization of F_β score in binary classification with imbalanced data—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