SOTAVerified

Binary Classification

Papers

Showing 19511960 of 2574 papers

TitleStatusHype
Receiver operating characteristic (ROC) movies, universal ROC (UROC) curves, and coefficient of predictive ability (CPA)Code0
Tropical Polynomial Division and Neural Networks0
Distributed estimation of principal support vector machines for sufficient dimension reduction0
Data Augmentation Using Adversarial Training for Construction-Equipment Classification0
Network Intrusion Detection based on LSTM and Feature Embedding0
PAC learning with stable and private predictions0
Spotting insects from satellites: modeling the presence of Culicoides imicola through Deep CNNs0
Investigating Active Learning and Meta-Learning for Iterative Peptide Design0
Towards non-toxic landscapes: Automatic toxic comment detection using DNN0
Attribute noise robust binary classification0
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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