SOTAVerified

Binary Classification

Papers

Showing 24512475 of 2574 papers

TitleStatusHype
PGraphDTA: Improving Drug Target Interaction Prediction using Protein Language Models and Contact MapsCode0
SCEHR: Supervised Contrastive Learning for Clinical Risk Prediction using Electronic Health RecordsCode0
The Risks of Recourse in Binary ClassificationCode0
Concentration bounds for the empirical angular measure with statistical learning applicationsCode0
Bayesian active learning for optimization and uncertainty quantification in protein dockingCode0
The Role of Codeword-to-Class Assignments in Error-Correcting Codes: An Empirical StudyCode0
MisRoBÆRTa: Transformers versus MisinformationCode0
MISS: Multiclass Interpretable Scoring SystemsCode0
A Video-based End-to-end Pipeline for Non-nutritive Sucking Action Recognition and Segmentation in Young InfantsCode0
Mixed integer linear optimization formulations for learning optimal binary classification treesCode0
Score-oriented loss (SOL) functionsCode0
ML-Based Approach for NFL Defensive Pass Interference Prediction Using GPS Tracking DataCode0
VLRMBench: A Comprehensive and Challenging Benchmark for Vision-Language Reward ModelsCode0
A CNN adapted to time series for the classification of SupernovaeCode0
Hierarchical confusion matrix for classification performance evaluationCode0
Exploring the Interplay Between Colorectal Cancer Subtypes Genomic Variants and Cellular Morphology: A Deep-Learning ApproachCode0
Polynomial expansion of the binary classification functionCode0
A Characterwise Windowed Approach to Hebrew Morphological SegmentationCode0
SynSciPass: detecting appropriate uses of scientific text generationCode0
A variable metric proximal stochastic gradient method: an application to classification problemsCode0
High-dimensional classification by sparse logistic regressionCode0
Model Calibration in Dense Classification with Adaptive Label PerturbationCode0
High Dimensional Classification through _0-Penalized Empirical Risk MinimizationCode0
Positive unlabeled learning with tensor networksCode0
Post-hoc Bias Scoring Is Optimal For Fair ClassificationCode0
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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