SOTAVerified

Binary Classification

Papers

Showing 18511860 of 2574 papers

TitleStatusHype
Measuring Pain in Sickle Cell Disease using Clinical Text0
Mechanical in-sensor computing: a programmable meta-sensor for structural damage classification without external electronic power0
Medical Knowledge-Guided Deep Curriculum Learning for Elbow Fracture Diagnosis from X-Ray Images0
MEMD-HHT based Emotion Detection from EEG using 3D CNN0
Memory and Computation-Efficient Kernel SVM via Binary Embedding and Ternary Model Coefficients0
Transient-evoked otoacoustic emission signals predicting outcomes of acute sensorineural hearing loss in patients with Meniere's Disease0
Meta-Evaluating Local LLMs: Rethinking Performance Metrics for Serious Games0
Metalearning with Very Few Samples Per Task0
Meta Ordinal Regression Forest For Learning with Unsure Lung Nodules0
Metric Elicitation; Moving from Theory to Practice0
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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