SOTAVerified

Binary Classification

Papers

Showing 14511460 of 2574 papers

TitleStatusHype
Unintended Selection: Persistent Qualification Rate Disparities and Interventions0
Effectively Leveraging BERT for Legal Document Classification0
Knowledge-Guided Paraphrase Identification0
CVAE-based Re-anchoring for Implicit Discourse Relation Classification0
Transformer Ensembles for Sexism Detection0
Convergence of Uncertainty Sampling for Active Learning0
Selective Sampling for Online Best-arm Identification0
Pairwise Half-graph Discrimination: A Simple Graph-level Self-supervised Strategy for Pre-training Graph Neural Networks0
ML-Based Analysis to Identify Speech Features Relevant in Predicting Alzheimer's Disease0
Iterative Rule Extension for Logic Analysis of Data: an MILP-based heuristic to derive interpretable binary classification from large datasets0
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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