SOTAVerified

Binary Classification

Papers

Showing 18911900 of 2574 papers

TitleStatusHype
Fairness by Explicability and Adversarial SHAP Learning0
AI outperformed every dermatologist: Improved dermoscopic melanoma diagnosis through customizing batch logic and loss function in an optimized Deep CNN architecture0
Reduced Dilation-Erosion Perceptron for Binary ClassificationCode0
On the Learning Property of Logistic and Softmax Losses for Deep Neural NetworksCode0
Learning from Positive and Unlabeled Data by Identifying the Annotation Process0
Towards a predictive spatio-temporal representation of brain dataCode1
UKARA 1.0 Challenge Track 1: Automatic Short-Answer Scoring in Bahasa Indonesia0
Comparison of Multi-Class and Binary Classification Machine Learning Models in Identifying Strong Gravitational Lenses0
General Framework for Binary Classification on Top Samples0
Using Distributional Thesaurus Embedding for Co-hyponymy Detection0
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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