SOTAVerified

Binary Classification

Papers

Showing 20912100 of 2574 papers

TitleStatusHype
Computer-aided diagnosis in histopathological images of the endometrium using a convolutional neural network and attention mechanismsCode0
Probabilistic Kernel Support Vector Machines0
wav2vec: Unsupervised Pre-training for Speech RecognitionCode1
Deep Learning the EEG Manifold for Phonological Categorization from Active Thoughts0
Processing Tweets for Cybersecurity Threat Awareness0
Learning Affective Correspondence between Music and Image0
Privacy-preserving Active Learning on Sensitive Data for User Intent Classification0
Robustness of Neural Networks to Parameter Quantization0
Exploiting Synthetically Generated Data with Semi-Supervised Learning for Small and Imbalanced Datasets0
Semi-Parametric Uncertainty Bounds for Binary Classification0
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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