SOTAVerified

Binary Classification

Papers

Showing 14811490 of 2574 papers

TitleStatusHype
ResDTA: Predicting Drug-Target Binding Affinity Using Residual Skip Connections0
Residual-Concatenate Neural Network with Deep Regularization Layers for Binary Classification0
Resolving challenges in deep learning-based analyses of histopathological images using explanation methods0
Resource-constrained Federated Edge Learning with Heterogeneous Data: Formulation and Analysis0
Resource-Efficient Wearable Computing for Real-Time Reconfigurable Machine Learning: A Cascading Binary Classification0
Rethinking Log Odds: Linear Probability Modelling and Expert Advice in Interpretable Machine Learning0
Retraining with Predicted Hard Labels Provably Increases Model Accuracy0
Retrieval-Augmented Mining of Temporal Logic Specifications from Data0
Retrieval-based Text Selection for Addressing Class-Imbalanced Data in Classification0
Reverse Engineering and Symbolic Knowledge Extraction on Łukasiewicz Fuzzy Logics using Linear Neural Networks0
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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