SOTAVerified

Binary Classification

Papers

Showing 17111720 of 2574 papers

TitleStatusHype
Joint empirical risk minimization for instance-dependent positive-unlabeled data0
JUST-BLUE at SemEval-2021 Task 1: Predicting Lexical Complexity using BERT and RoBERTa Pre-trained Language Models0
KaMiKla at SemEval-2022 Task 3: AlBERTo, BERT, and CamemBERT—Be(r)tween Taxonomy Detection and Prediction0
Kernel-Free Universum Quadratic Surface Twin Support Vector Machines for Imbalanced Data0
Kernel Support Vector Machine Classifiers with the _0-Norm Hinge Loss0
KGBoost: A Classification-based Knowledge Base Completion Method with Negative Sampling0
KL-Divergence-Based Region Proposal Network for Object Detection0
Knowledge-Guided Paraphrase Identification0
Label Smoothing is Robustification against Model Misspecification0
Language-aware Multiple Datasets Detection Pretraining for DETRs0
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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