SOTAVerified

Binary Classification

Papers

Showing 12611270 of 2574 papers

TitleStatusHype
A logical alarm for misaligned binary classifiers0
Convergence Properties of Deep Neural Networks on Separable Data0
Convergence of Uncertainty Sampling for Active Learning0
A Symmetric Loss Perspective of Reliable Machine Learning0
Contrastive Representation Learning for Cross-Document Coreference Resolution of Events and Entities0
Asymmetric Impurity Functions, Class Weighting, and Optimal Splits for Binary Classification Trees0
Contrasting Deep Learning Models for Direct Respiratory Insufficiency Detection Versus Blood Oxygen Saturation Estimation0
Contour Detection in Unstructured 3D Point Clouds0
Continuous Output Personality Detection Models via Mixed Strategy Training0
AllMatch: Exploiting All Unlabeled Data for Semi-Supervised Learning0
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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