SOTAVerified

Binary Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2501–2550 of 2574 papers

TitleStatusHype
Hybrid Deep Learning Gaussian Process for Diabetic Retinopathy Diagnosis and Uncertainty QuantificationCode0
Hybrid Genetic Optimisation for Quantum Feature Map DesignCode0
XDementNET: An Explainable Attention Based Deep Convolutional Network to Detect Alzheimer Progression from MRI dataCode0
A Provably Accurate Randomized Sampling Algorithm for Logistic RegressionCode0
Tree-Regularized Tabular EmbeddingsCode0
Predicting Domain Generation Algorithms with Long Short-Term Memory NetworksCode0
Predicting Gender by First Name Using Character-level Machine LearningCode0
Predicting Genetic Mutation from Whole Slide Images via Biomedical-Linguistic Knowledge Enhanced Multi-label ClassificationCode0
Self-Supervised Learning for Detecting AI-Generated Faces as AnomaliesCode0
AnyLoss: Transforming Classification Metrics into Loss FunctionsCode0
XDT-CXR: Investigating Cross-Disease Transferability in Zero-Shot Binary Classification of Chest X-RaysCode0
ICPR 2024 Competition on Multilingual Claim-Span IdentificationCode0
Semantic Matching of Documents from Heterogeneous Collections: A Simple and Transparent Method for Practical ApplicationsCode0
A Framework for Identifying Depression on Social Media: MentalRiskES@IberLEF 2023Code0
Tackling Irony Detection using Ensemble ClassifiersCode0
IITK at SemEval-2024 Task 4: Hierarchical Embeddings for Detection of Persuasion Techniques in MemesCode0
Binary Classification as a Phase Separation ProcessCode0
Semantics-Oriented Multitask Learning for DeepFake Detection: A Joint Embedding ApproachCode0
Bilingual Dual-Head Deep Model for Parkinson's Disease Detection from SpeechCode0
SemEval-2017 Task 4: Sentiment Analysis in Twitter using BERTCode0
Threshold-Independent Fair Matching through Score CalibrationCode0
Bias Mitigation in Machine Translation Quality EstimationCode0
Thresholding Classifiers to Maximize F1 ScoreCode0
Multimodal Emotion Recognition Using Deep Canonical Correlation AnalysisCode0
Learning Concept Lengths Accelerates Concept Learning in ALCCode0
Imbalance-XGBoost: Leveraging Weighted and Focal Losses for Binary Label-Imbalanced Classification with XGBoostCode0
Prediction of drug effectiveness in rheumatoid arthritis patients based on machine learning algorithmsCode0
Anti-Money Laundering in Bitcoin: Experimenting with Graph Convolutional Networks for Financial ForensicsCode0
Antibody interface prediction with 3D Zernike descriptors and SVMCode0
XL-WiC: A Multilingual Benchmark for Evaluating Semantic ContextualizationCode0
Predictive Analytics of Varieties of PotatoesCode0
Multi-task Learning For Detecting and Segmenting Manipulated Facial Images and VideosCode0
Implicit Bias of Linear Equivariant NetworksCode0
Multi-Task Learning with Group-Specific Feature Space SharingCode0
Soft ascent-descent as a stable and flexible alternative to floodingCode0
A Novel Feature Space Augmentation Method to Improve Classification Performance and Evaluation ReliabilityCode0
Accelerating Genetic Programming using GPUsCode0
UU-Tax at SemEval-2022 Task 3: Improving the generalizability of language models for taxonomy classification through data augmentationCode0
Premise selection with neural networks and distributed representation of featuresCode0
Biased Hypothesis Formation From Projection PursuitCode0
Improvement over Pinball Loss Support Vector MachineCode0
UVCE-IIITT@DravidianLangTech-EACL2021: Tamil Troll Meme Classification: You need to Pay more AttentionCode0
A Causal Framework to Measure and Mitigate Non-binary Treatment DiscriminationCode0
Improving Bias Mitigation through Bias Experts in Natural Language UnderstandingCode0
A benchmark of categorical encoders for binary classificationCode0
TD-Suite: All Batteries Included Framework for Technical Debt ClassificationCode0
Negational Symmetry of Quantum Neural Networks for Binary Pattern ClassificationCode0
Sentiment analysis for Urdu online reviews using deep learning modelsCode0
Advancing Image Retrieval with Few-Shot Learning and Relevance FeedbackCode0
Improving Open Information Extraction via Iterative Rank-Aware LearningCode0
Show:102550
← PrevPage 51 of 52Next →
All datasetsfakekickstarterGlyphnet DatasetTII-SSRC-23

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98—Unverified
2LightGBM + OpenAI embeddingAUROC0.97—Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96—Unverified
4LightGBM + RoBERTa embeddingAUROC0.95—Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94—Unverified
6ResNet + RoBERTa embeddingAUROC0.93—Unverified
7ResNet + OpenAI embeddingAUROC0.92—Unverified
8FTTransformer + OpenAI embeddingAUROC0.91—Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81—Unverified
2Multimodal-Net All-TextAUROC0.8—Unverified
3ResNet + RoBERTa finetuneAUROC0.79—Unverified
4LightGBM + RoBERTa embeddingAUROC0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79—Unverified