SOTAVerified

Binary Classification

Papers

Showing 851860 of 2574 papers

TitleStatusHype
A Robust Multi-Batch L-BFGS Method for Machine Learning0
Combined Cleaning and Resampling Algorithm for Multi-Class Imbalanced Data with Label Noise0
Combinatorial optimization for low bit-width neural networks0
New Hard-thresholding Rules based on Data Splitting in High-dimensional Imbalanced Classification0
Divide, Specialize, and Route: A New Approach to Efficient Ensemble Learning0
Divisive Language and Propaganda Detection using Multi-head Attention Transformers with Deep Learning BERT-based Language Models for Binary Classification0
DNAGPT: A Generalized Pre-trained Tool for Versatile DNA Sequence Analysis Tasks0
Does Prompt Design Impact Quality of Data Imputation by LLMs?0
Does the evaluation stand up to evaluation? A first-principle approach to the evaluation of classifiers0
A Vectorization Method Induced By Maximal Margin Classification For Persistent Diagrams0
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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