SOTAVerified

Binary Classification

Papers

Showing 321330 of 2574 papers

TitleStatusHype
Analysis and classification of heart diseases using heartbeat features and machine learning algorithms0
Repairing Regressors for Fair Binary Classification at Any Decision Threshold0
A Safe Exploration Strategy for Model-free Task Adaptation in Safety-constrained Grid Environments0
Automated speech- and text-based classification of neuropsychiatric conditions in a multidiagnostic setting0
Automatic Analysis of the Emotional Content of Speech in Daylong Child-Centered Recordings from a Neonatal Intensive Care Unit0
Automatic learning algorithm selection for classification via convolutional neural networks0
Backdoor attacks on DNN and GBDT -- A Case Study from the insurance domain0
Adaptive Estimation and Learning under Temporal Distribution Shift0
Analysing Features Learned Using Unsupervised Models on Program Embeddings0
Hybrid Deep Learning Framework for Enhanced Melanoma 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