SOTAVerified

Binary Classification

Papers

Showing 661670 of 2574 papers

TitleStatusHype
Data-driven optimal stopping: A pure exploration analysis0
Mitigating Nonlinear Algorithmic Bias in Binary Classification0
STREAMLINE: An Automated Machine Learning Pipeline for Biomedicine Applied to Examine the Utility of Photography-Based Phenotypes for OSA Prediction Across International Sleep CentersCode1
A Brief Tutorial on Sample Size Calculations for Fairness AuditsCode0
Improving Bias Mitigation through Bias Experts in Natural Language UnderstandingCode0
New Evaluation Metrics Capture Quality Degradation due to LLM Watermarking0
SRTransGAN: Image Super-Resolution using Transformer based Generative Adversarial Network0
Revisiting Non-separable Binary Classification and its Applications in Anomaly DetectionCode0
Towards Transparency in Coreference Resolution: A Quantum-Inspired ApproachCode0
Mavericks at ArAIEval Shared Task: Towards a Safer Digital Space -- Transformer Ensemble Models Tackling Deception and Persuasion0
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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