SOTAVerified

Binary Classification

Papers

Showing 671680 of 2574 papers

TitleStatusHype
Z_2 Z_2 Equivariant Quantum Neural Networks: Benchmarking against Classical Neural NetworksCode0
A Comparison Between Invariant and Equivariant Classical and Quantum Graph Neural NetworksCode1
Automated interpretation of congenital heart disease from multi-view echocardiograms0
Unified Binary and Multiclass Margin-Based Classification0
Category-Wise Fine-Tuning for Image Multi-label Classification with Partial LabelsCode1
Event Detection in Time Series: Universal Deep Learning ApproachCode1
Learning with Complementary Labels Revisited: The Selected-Completely-at-Random Setting Is More PracticalCode1
Neural Network Based Approach to Recognition of Meteor Tracks in the Mini-EUSO Telescope Data0
Unified Classification and Rejection: A One-versus-All FrameworkCode1
Leveraging Uncertainty Estimates To Improve Classifier Performance0
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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