SOTAVerified

Binary Classification

Papers

Showing 25212530 of 2574 papers

TitleStatusHype
Threshold-Independent Fair Matching through Score CalibrationCode0
Bias Mitigation in Machine Translation Quality EstimationCode0
Thresholding Classifiers to Maximize F1 ScoreCode0
Multimodal Emotion Recognition Using Deep Canonical Correlation AnalysisCode0
Learning Concept Lengths Accelerates Concept Learning in ALCCode0
Imbalance-XGBoost: Leveraging Weighted and Focal Losses for Binary Label-Imbalanced Classification with XGBoostCode0
Prediction of drug effectiveness in rheumatoid arthritis patients based on machine learning algorithmsCode0
Anti-Money Laundering in Bitcoin: Experimenting with Graph Convolutional Networks for Financial ForensicsCode0
Antibody interface prediction with 3D Zernike descriptors and SVMCode0
XL-WiC: A Multilingual Benchmark for Evaluating Semantic ContextualizationCode0
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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