SOTAVerified

Binary Classification

Papers

Showing 16511660 of 2574 papers

TitleStatusHype
Testing for Normality with Neural Networks0
Text Classification of the Precursory Accelerating Seismicity Corpus: Inference on some Theoretical Trends in Earthquake Predictability Research from 1988 to 20180
TextMountain: Accurate Scene Text Detection via Instance Segmentation0
Textual Data Mining for Financial Fraud Detection: A Deep Learning Approach0
TF-IDFC-RF: A Novel Supervised Term Weighting Scheme0
ThangDLU at #SMM4H 2024: Encoder-decoder models for classifying text data on social disorders in children and adolescents0
The advantages of multiple classes for reducing overfitting from test set reuse0
The Adversarial Consistency of Surrogate Risks for Binary Classification0
The Consistency of Adversarial Training for Binary Classification0
The Distracting Effect: Understanding Irrelevant Passages in RAG0
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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