SOTAVerified

Binary Classification

Papers

Showing 21112120 of 2574 papers

TitleStatusHype
DEDPUL: Difference-of-Estimated-Densities-based Positive-Unlabeled LearningCode0
CruzAffect at AffCon 2019 Shared Task: A feature-rich approach to characterize happiness0
The Fairness of Risk Scores Beyond Classification: Bipartite Ranking and the xAUC MetricCode0
A Tunable Loss Function for Binary Classification0
Common Mode Patterns for Supervised Tensor Subspace Learning0
Generative Image Translation for Data Augmentation of Bone Lesion Pathology0
Deep Learning for Bridge Load Capacity Estimation in Post-Disaster and -Conflict Zones0
Quantum Speedup in Adaptive Boosting of Binary Classification0
Bayesian active learning for optimization and uncertainty quantification in protein dockingCode0
Gaussian Conditional Random Fields for Classification0
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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