SOTAVerified

Binary Classification

Papers

Showing 9911000 of 2574 papers

TitleStatusHype
Shorter Latency of Real-time Epileptic Seizure Detection via Probabilistic Prediction0
Interactive Segmentation As Gaussion Process ClassificationCode1
A Loopback Network for Explainable Microvascular Invasion Classification0
Information Transfer Rate in BCIs: Towards Tightly Integrated Symbiosis0
ComplAI: Theory of A Unified Framework for Multi-factor Assessment of Black-Box Supervised Machine Learning Models0
Application of Unsupervised Domain Adaptation for Structural MRI Analysis0
Content Rating Classification for Fan Fiction0
ECG-Based Electrolyte Prediction: Evaluating Regression and Probabilistic MethodsCode0
Extractive Text Summarization Using Generalized Additive Models with Interactions for Sentence Selection0
Exploring Hybrid and Ensemble Models for Multiclass Prediction of Mental Health Status on Social Media0
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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