SOTAVerified

Binary Classification

Papers

Showing 16611670 of 2574 papers

TitleStatusHype
Expanding boundaries of Gap Safe screeningCode0
Approximate Knowledge Graph Query Answering: From Ranking to Binary Classification0
Intrapapillary Capillary Loop Classification in Magnification Endoscopy: Open Dataset and Baseline MethodologyCode0
Link Prediction Approach to Recommender Systems0
Data-Driven Logistic Regression Ensembles With Applications in Genomics0
StatEcoNet: Statistical Ecology Neural Networks for Species Distribution ModelingCode0
The MELODIC family for simultaneous binary logistic regression in a reduced spaceCode0
A generalized quadratic loss for SVM and Deep Neural Networks0
Don't Just Blame Over-parametrization for Over-confidence: Theoretical Analysis of Calibration in Binary Classification0
Sample Efficient Subspace-based Representations for Nonlinear Meta-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