SOTAVerified

Binary Classification

Papers

Showing 621630 of 2574 papers

TitleStatusHype
Confident in the Crowd: Bayesian Inference to Improve Data Labelling in Crowdsourcing0
Conformal Transformation of Kernels: A Geometric Perspective on Text Classification0
CONSENT: Context Sensitive Transformer for Bold Words Classification0
Consistency Analysis for Binary Classification Revisited0
Consistency of semi-supervised learning algorithms on graphs: Probit and one-hot methods0
A Study imbalance handling by various data sampling methods in binary classification0
Consistent Binary Classification with Generalized Performance Metrics0
Consistent optimization of AMS by logistic loss minimization0
A Hybrid Approach for Binary Classification of Imbalanced Data0
Cost Sensitive Learning in the Presence of Symmetric Label Noise0
Show:102550
← PrevPage 63 of 258Next →

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