SOTAVerified

Binary Classification

Papers

Showing 21912200 of 2574 papers

TitleStatusHype
Efficient Seismic fragility curve estimation by Active Learning on Support Vector Machines0
Perfect match: Improved cross-modal embeddings for audio-visual synchronisation0
Positive-Unlabeled Classification under Class Prior Shift and Asymmetric Error0
Deep-learning models improve on community-level diagnosis for common congenital heart disease lesions0
On the Learning Dynamics of Deep Neural Networks0
Computer-Aided Diagnosis of Label-Free 3-D Optical Coherence Microscopy Images of Human Cervical Tissue0
Solving for multi-class: a survey and synthesis0
Sample Complexity of Nonparametric Semi-Supervised Learning0
Binary Classification of Alzheimer Disease using sMRI Imaging modality and Deep Learning0
On the Calibration of Nested Dichotomies for Large Multiclass Tasks0
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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