SOTAVerified

Binary Classification

Papers

Showing 11011110 of 2574 papers

TitleStatusHype
Automated speech- and text-based classification of neuropsychiatric conditions in a multidiagnostic setting0
The Optimal Input-Independent Baseline for Binary Classification: The Dutch Draw0
Reduced Deep Convolutional Activation Features (R-DeCAF) in Histopathology Images to Improve the Classification Performance for Breast Cancer Diagnosis0
Critical Perspectives: A Benchmark Revealing Pitfalls in PerspectiveAPICode0
Shorter Latency of Real-time Epileptic Seizure Detection via Probabilistic Prediction0
Machine Fault Classification using Hamiltonian Neural Networks0
Information Transfer Rate in BCIs: Towards Tightly Integrated Symbiosis0
A Loopback Network for Explainable Microvascular Invasion Classification0
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
Show:102550
← PrevPage 111 of 258Next →

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