SOTAVerified

Binary Classification

Papers

Showing 15711580 of 2574 papers

TitleStatusHype
A surrogate loss function for optimization of F_β score in binary classification with imbalanced data0
Sparse Universum Quadratic Surface Support Vector Machine Models for Binary Classification0
TAPAS at SemEval-2021 Task 9: Reasoning over tables with intermediate pre-training0
Related Named Entities Classification in the Economic-Financial Context0
An Expert Annotated Dataset for the Detection of Online MisogynyCode1
Distributed support-vector-machine over dynamic balanced directed networks0
Reliable Detection of Compressed and Encrypted Data0
Benchmarking Representation Learning for Natural World Image CollectionsCode0
Strong Optimal Classification TreesCode1
Score-oriented loss (SOL) functionsCode0
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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