SOTAVerified

Binary Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 551–575 of 2574 papers

TitleStatusHype
A Comparative Analysis of Faithfulness Metrics and Humans in Citation Evaluation—0
XDT-CXR: Investigating Cross-Disease Transferability in Zero-Shot Binary Classification of Chest X-RaysCode0
Learning Deep Tree-based Retriever for Efficient Recommendation: Theory and MethodCode0
A Little Confidence Goes a Long Way—0
pSVM: Soft-margin SVMs with p-norm Hinge LossCode0
Area under the ROC Curve has the Most Consistent Evaluation for Binary Classification—0
NP-TCMtarget: a network pharmacology platform for exploring mechanisms of action of Traditional Chinese medicine—0
Optimal Symmetries in Binary Classification—0
Protein Language Models and Machine Learning Facilitate the Identification of Antimicrobial PeptidesCode0
SWaT: Statistical Modeling of Video Watch Time through User Behavior Analysis—0
Centralized and Federated Heart Disease Classification Models Using UCI Dataset and their Shapley-value Based InterpretabilityCode0
Cautious Calibration in Binary ClassificationCode0
AcrosticSleuth: Probabilistic Identification and Ranking of Acrostics in Multilingual CorporaCode0
SCREENER: A general framework for task-specific experiment design in quantitative MRI—0
Probabilistic Scores of Classifiers, Calibration is not EnoughCode0
ClassiFIM: An Unsupervised Method To Detect Phase Transitions—0
Do Large Language Models Speak All Languages Equally? A Comparative Study in Low-Resource Settings—0
Advancing Mental Health Pre-Screening: A New Custom GPT for Psychological Distress Assessment—0
Explaining a probabilistic prediction on the simplex with Shapley compositions—0
Optimal Mixed Integer Linear Optimization Trained Multivariate Classification Trees—0
Domain Adaptation-Enhanced Searchlight: Enabling classification of brain states from visual perception to mental imageryCode0
A Safe Exploration Strategy for Model-free Task Adaptation in Safety-constrained Grid Environments—0
"Patriarchy Hurts Men Too." Does Your Model Agree? A Discussion on Fairness Assumptions—0
Automated Software Vulnerability Static Code Analysis Using Generative Pre-Trained Transformer Models—0
A Vectorization Method Induced By Maximal Margin Classification For Persistent Diagrams—0
Show:102550
← PrevPage 23 of 103Next →
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