SOTAVerified

Binary Classification

Papers

Showing 821830 of 2574 papers

TitleStatusHype
Combining Varied Learners for Binary Classification using Stacked Generalization0
Diffusion Methods for Classification with Pairwise Relationships0
Can-SAVE: Mass Cancer Risk Prediction via Survival Analysis Variables and EHR0
Dimensionality Detection and Integration of Multiple Data Sources via the GP-LVM0
Directional Embedding Based Semi-supervised Framework For Bird Vocalization Segmentation0
Direct Loss Minimization for Structured Prediction0
Direct Symbol Decoding using GA-SVM in Chaotic Baseband Wireless Communication System0
Disambiguating Confusion Sets as an Aid for Dyslexic Spelling0
Discourse Relation Prediction: Revisiting Word Pairs with Convolutional Networks0
ASE: Anomaly Scoring Based Ensemble Learning for Imbalanced Datasets0
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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