SOTAVerified

Binary Classification

Papers

Showing 321–330 of 2574 papers

TitleStatusHype
Analysis and classification of heart diseases using heartbeat features and machine learning algorithms—0
Repairing Regressors for Fair Binary Classification at Any Decision Threshold—0
A Safe Exploration Strategy for Model-free Task Adaptation in Safety-constrained Grid Environments—0
Automated speech- and text-based classification of neuropsychiatric conditions in a multidiagnostic setting—0
Automatic Analysis of the Emotional Content of Speech in Daylong Child-Centered Recordings from a Neonatal Intensive Care Unit—0
Automatic learning algorithm selection for classification via convolutional neural networks—0
Backdoor attacks on DNN and GBDT -- A Case Study from the insurance domain—0
Adaptive Estimation and Learning under Temporal Distribution Shift—0
Analysing Features Learned Using Unsupervised Models on Program Embeddings—0
Hybrid Deep Learning Framework for Enhanced Melanoma Detection—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98—Unverified
2LightGBM + OpenAI embeddingAUROC0.97—Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96—Unverified
4LightGBM + RoBERTa embeddingAUROC0.95—Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94—Unverified
6ResNet + RoBERTa embeddingAUROC0.93—Unverified
7ResNet + OpenAI embeddingAUROC0.92—Unverified
8FTTransformer + OpenAI embeddingAUROC0.91—Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81—Unverified
2Multimodal-Net All-TextAUROC0.8—Unverified
3ResNet + RoBERTa finetuneAUROC0.79—Unverified
4LightGBM + RoBERTa embeddingAUROC0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79—Unverified