SOTAVerified

Binary Classification

Papers

Showing 23312340 of 2574 papers

TitleStatusHype
GPLAC: Generalizing Vision-Based Robotic Skills using Weakly Labeled Images0
Multi-Class Optimal Margin Distribution Machine0
Bayesian Optimization with Tree-structured Dependencies0
Consistency Analysis for Binary Classification Revisited0
Active Heteroscedastic Regression0
SentiHeros at SemEval-2017 Task 5: An application of Sentiment Analysis on Financial Tweets0
MLBench: How Good Are Machine Learning Clouds for Binary Classification Tasks on Structured Data?0
A Robust Multi-Batch L-BFGS Method for Machine Learning0
Influence of Resampling on Accuracy of Imbalanced Classification0
Underwater object classification using scattering transform of sonar signals0
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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