SOTAVerified

Binary Classification

Papers

Showing 21212130 of 2574 papers

TitleStatusHype
A temporal model for multiple sclerosis course evolution0
A termination criterion for stochastic gradient descent for binary classification0
A Theoretical Analysis of Soft-Label vs Hard-Label Training in Neural Networks0
A Three-Phase Analysis of Synergistic Effects During Co-pyrolysis of Algae and Wood for Biochar Yield Using Machine Learning0
A topic-based sentence representation for extractive text summarization0
A Transformer-Based Framework for Payload Malware Detection and Classification0
Attention-Based Methods For Audio Question Answering0
Attention with Trained Embeddings Provably Selects Important Tokens0
Attribute-Enhanced Similarity Ranking for Sparse Link Prediction0
Attribute noise robust 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