SOTAVerified

Binary Classification

Papers

Showing 321330 of 2574 papers

TitleStatusHype
Analysis of human visual field information using machine learning methods and assessment of their accuracy0
Binary AddiVortes: (Bayesian) Additive Voronoi Tessellations for Binary Classification with an application to Predicting Home Mortgage Application Outcomes0
BLIA: Detect model memorization in binary classification model through passive Label Inference attack0
Adaptive Deep Learning for Multiclass Breast Cancer Classification via Misprediction Risk Analysis0
Optimizing Large Language Models for Detecting Symptoms of Comorbid Depression or Anxiety in Chronic Diseases: Insights from Patient Messages0
Evaluating a Novel Neuroevolution and Neural Architecture Search System0
Bilingual Dual-Head Deep Model for Parkinson's Disease Detection from SpeechCode0
Ecological Neural Architecture Search0
Task-Specific Activation Functions for Neuroevolution using Grammatical Evolution0
Utilizing Jailbreak Probability to Attack and Safeguard Multimodal LLMs0
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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