SOTAVerified

Binary Classification

Papers

Showing 21712180 of 2574 papers

TitleStatusHype
Automatic TM Cleaning through MT and POS Tagging: Autodesk's Submission to the NLP4TM 2016 Shared Task0
Automatic Transformation of Clinical Narratives into Structured Format0
Autoregressive Generative Adversarial Networks0
A Weakly Supervised Propagation Model for Rumor Verification and Stance Detection with Multiple Instance Learning0
Backdoor attacks on DNN and GBDT -- A Case Study from the insurance domain0
Backward Feature Correction: How Deep Learning Performs Deep (Hierarchical) Learning0
Bad and good errors: value-weighted skill scores in deep ensemble learning0
Balanced off-policy evaluation in general action spaces0
Balancing Fairness and Accuracy in Data-Restricted Binary Classification0
Balancing the Scales: A Comprehensive Study on Tackling Class Imbalance in Binary Classification0
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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