SOTAVerified

Binary Classification

Papers

Showing 14311440 of 2574 papers

TitleStatusHype
MIO : Mutual Information Optimization using Self-Supervised Binary Contrastive Learning0
Can depth-adaptive BERT perform better on binary classification tasks0
PAC-Learning Uniform Ergodic Communicative Networks0
Deep Probability Estimation0
Inverse-Weighted Survival GamesCode0
ConTFV: A Contrastive Learning Framework for Table-based Fact Verification0
HateBR: Large expert annotated corpus of Brazilian Instagram comments for abusive language detection0
Margin-Independent Online Multiclass Learning via Convex Geometry0
Binary classification of spoken words with passive phononic metamaterials0
Adaptive Cost-Sensitive Learning in Neural Networks for Misclassification Cost Problems0
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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