SOTAVerified

Binary Classification

Papers

Showing 23112320 of 2574 papers

TitleStatusHype
Common Mode Patterns for Supervised Tensor Subspace Learning0
Communication-Efficient, 2D Parallel Stochastic Gradient Descent for Distributed-Memory Optimization0
Communication-Efficient Distributed Optimization of Self-Concordant Empirical Loss0
Comparative Analysis of Efficient Adapter-Based Fine-Tuning of State-of-the-Art Transformer Models0
Comparative Analysis of Image, Video, and Audio Classifiers for Automated News Video Segmentation0
Comparative Analysis of Resource-Efficient CNN Architectures for Brain Tumor Classification0
Comparative judgments are more consistent than binary classification for labelling word complexity0
Comparative study of Deep Learning Models for Binary Classification on Combined Pulmonary Chest X-ray Dataset0
Comparing Multi-class, Binary and Hierarchical Machine Learning Classification schemes for variable stars0
Comparing Quantum Encoding Techniques0
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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