SOTAVerified

Binary Classification

Papers

Showing 17911800 of 2574 papers

TitleStatusHype
Universal Adversarial Backdoor Attacks to Fool Vertical Federated Learning in Cloud-Edge Collaboration0
Universal Approximation Properties for an ODENet and a ResNet: Mathematical Analysis and Numerical Experiments0
Universality in Transfer Learning for Linear Models0
Universality of max-margin classifiers0
Universal Online Learning with Bounded Loss: Reduction to Binary Classification0
Universal Rates for Multiclass Learning0
Universal Rates of ERM for Agnostic Learning0
University of Bucharest Team at Semeval-2022 Task4: Detection and Classification of Patronizing and Condescending Language0
Unsupervised Anomaly Detectors to Detect Intrusions in the Current Threat Landscape0
Unsupervised Identification of Disease Marker Candidates in Retinal OCT Imaging Data0
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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