SOTAVerified

Binary Classification

Papers

Showing 731740 of 2574 papers

TitleStatusHype
Breaking Fair Binary Classification with Optimal Flipping Attacks0
Breaking Down Word Semantics from Pre-trained Language Models through Layer-wise Dimension Selection0
AE-SMOTE: A Multi-Modal Minority Oversampling Framework0
A Non-Intrusive Method of Face Liveness Detection Using Specular Reflection and Local Binary Patterns0
Brain Tumor Radiogenomic Classification0
BrainNetGAN: Data augmentation of brain connectivity using generative adversarial network for dementia classification0
Anomaly Recognition from surveillance videos using 3D Convolutional Neural Networks0
A Comparison of Modeling Preprocessing Techniques0
Boosting with Abstention0
Boosting the Performance of Transformer Architectures for Semantic Textual Similarity0
Show:102550
← PrevPage 74 of 258Next →

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