SOTAVerified

Binary Classification

Papers

Showing 21012110 of 2574 papers

TitleStatusHype
Semantic Matching of Documents from Heterogeneous Collections: A Simple and Transparent Method for Practical ApplicationsCode0
Computer-aided diagnosis in histopathological images of the endometrium using a convolutional neural network and attention mechanismsCode0
Probabilistic Kernel Support Vector Machines0
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