SOTAVerified

Binary Classification

Papers

Showing 13711380 of 2574 papers

TitleStatusHype
Performance Estimation in Binary Classification Using Calibrated Confidence0
Performance Metric Elicitation from Pairwise Classifier Comparisons0
Personalized PPG Normalization based on Subject Heartbeat in Resting State Condition0
PESFormer: Boosting Macro- and Micro-expression Spotting with Direct Timestamp Encoding0
Photonic Quantum Computing For Polymer Classification0
PiCkLe at SemEval-2022 Task 4: Boosting Pre-trained Language Models with Task Specific Metadata and Cost Sensitive Learning0
PINGAN Omini-Sinitic at SemEval-2022 Task 4: Multi-prompt Training for Patronizing and Condescending Language Detection0
Pointwise Binary Classification with Pairwise Confidence Comparisons0
Pointwise Paraphrase Appraisal is Potentially Problematic0
Policy Contrastive Imitation Learning0
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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