SOTAVerified

Binary Classification

Papers

Showing 861870 of 2574 papers

TitleStatusHype
Boosting the Performance of Transformer Architectures for Semantic Textual Similarity0
The Risks of Recourse in Binary ClassificationCode0
AGILE3D: Attention Guided Interactive Multi-object 3D SegmentationCode1
Bias Mitigation Methods for Binary Classification Decision-Making Systems: Survey and Recommendations0
Representer Point Selection for Explaining Regularized High-dimensional Models0
Hypothesis Transfer Learning with Surrogate Classification Losses: Generalization Bounds through Algorithmic Stability0
Attention-Based Methods For Audio Question Answering0
AdapterEM: Pre-trained Language Model Adaptation for Generalized Entity Matching using Adapter-tuningCode0
LonXplain: Lonesomeness as a Consequence of Mental Disturbance in Reddit Posts0
Faster Margin Maximization Rates for Generic and Adversarially Robust Optimization Methods0
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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