SOTAVerified

Binary Classification

Papers

Showing 10111020 of 2574 papers

TitleStatusHype
Understanding Noise-Augmented Training for Randomized SmoothingCode0
A LSTM and Cost-Sensitive Learning-Based Real-Time Warning for Civil Aviation Over-limit0
Vulnerability Detection Using Two-Stage Deep Learning Models0
Reconstructing Training Data from Multiclass Neural Networks0
Curating corpora with classifiers: A case study of clean energy sentiment online0
An Adaptive Algorithm for Learning with Unknown Distribution Drift0
Estimating the Density Ratio between Distributions with High Discrepancy using Multinomial Logistic Regression0
On the existence of solutions to adversarial training in multiclass classification0
Patient Independent Interictal Epileptiform Discharge Detection0
Vision-based Estimation of Fatigue and Engagement in Cognitive Training SessionsCode0
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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