SOTAVerified

Binary Classification

Papers

Showing 15311540 of 2574 papers

TitleStatusHype
Fundamental Limits of Transfer Learning in Binary Classifications0
Fundamental Tradeoffs in Distributionally Adversarial Training0
FundusQ-Net: a Regression Quality Assessment Deep Learning Algorithm for Fundus Images Quality Grading0
Fuse after Align: Improving Face-Voice Association Learning via Multimodal Encoder0
Movement-Prediction-Adjusted Naïve Forecast0
Fuzzy Least Squares Twin Support Vector Machines0
G2D: Generate to Detect Anomaly0
GAN-based Vertical Federated Learning for Label Protection in Binary Classification0
GANs for learning from very high class conditional noisy labels0
GANs 'N Lungs: improving pneumonia prediction0
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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