SOTAVerified

Binary Classification

Papers

Showing 491500 of 2574 papers

TitleStatusHype
Breaking Down Word Semantics from Pre-trained Language Models through Layer-wise Dimension Selection0
Breaking Fair Binary Classification with Optimal Flipping Attacks0
Breaking the Token Barrier: Chunking and Convolution for Efficient Long Text Classification with BERT0
A Note on Posterior Probability Estimation for Classifiers0
A Notion of Uniqueness for the Adversarial Bayes Classifier0
AUL is a better optimization metric in PU learning0
Bridging Data Barriers among Participants: Assessing the Potential of Geoenergy through Federated Learning0
An "outside the box" solution for imbalanced data classification0
A Novel Approach for Classification and Forecasting of Time Series in Particle Accelerators0
A method for classification of data with uncertainty using hypothesis testing0
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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