SOTAVerified

Binary Classification

Papers

Showing 18711880 of 2574 papers

TitleStatusHype
MLBench: How Good Are Machine Learning Clouds for Binary Classification Tasks on Structured Data?0
ML Supported Predictions for SAT Solvers Performance0
MOANOFS: Multi-Objective Automated Negotiation based Online Feature Selection System for Big Data Classification0
Modality Dropout for Multimodal Device Directed Speech Detection using Verbal and Non-Verbal Features0
Model-Agnostic Private Learning via Stability0
Model-Based Learning for DOA Estimation with One-Bit Single-Snapshot Sparse Arrays0
Modeling Engagement in Long-Term, In-Home Socially Assistive Robot Interventions for Children with Autism Spectrum Disorders0
Modeling offensive content detection for TikTok0
Modeling Quantum Machine Learning for Genomic Data Analysis0
Modeling the Readability of German Targeting Adults and Children: An empirically broad analysis and its cross-corpus validation0
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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