SOTAVerified

Binary Classification

Papers

Showing 10711080 of 2574 papers

TitleStatusHype
Classification approach based on association rules mining for unbalanced data0
Classification and Learning-to-rank Approaches for Cross-Device Matching at CIKM Cup 20160
Classification algorithms applied to structure formation simulations0
Applying Pre-trained Multilingual BERT in Embeddings for Improved Malicious Prompt Injection Attacks Detection0
A generalised OMP algorithm for feature selection with application to gene expression data0
From Explicit Rules to Implicit Reasoning in an Interpretable Violence Monitoring System0
Fundamental Tradeoffs in Distributionally Adversarial Training0
Applying Multilingual and Monolingual Transformer-Based Models for Dialect Identification0
Class-Aware Adversarial Lung Nodule Synthesis in CT Images0
A Fused Elastic Net Logistic Regression Model for Multi-Task 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