SOTAVerified

Binary Classification

Papers

Showing 25012525 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
Show:102550
← PrevPage 101 of 103Next →

Benchmark Results

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