SOTAVerified

Binary Classification

Papers

Showing 381390 of 2574 papers

TitleStatusHype
Domain Adaptation-Enhanced Searchlight: Enabling classification of brain states from visual perception to mental imageryCode0
A Safe Exploration Strategy for Model-free Task Adaptation in Safety-constrained Grid Environments0
"Patriarchy Hurts Men Too." Does Your Model Agree? A Discussion on Fairness Assumptions0
Automated Software Vulnerability Static Code Analysis Using Generative Pre-Trained Transformer Models0
A Vectorization Method Induced By Maximal Margin Classification For Persistent Diagrams0
Contrasting Deep Learning Models for Direct Respiratory Insufficiency Detection Versus Blood Oxygen Saturation Estimation0
Integrating Large Language Models into a Tri-Modal Architecture for Automated Depression Classification on the DAIC-WOZ0
A Scalable Quantum Non-local Neural Network for Image ClassificationCode0
Assessing In-context Learning and Fine-tuning for Topic Classification of German Web Data0
Distance-based mutual congestion feature selection with genetic algorithm for high-dimensional medical datasetsCode0
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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