SOTAVerified

Binary Classification

Papers

Showing 10611070 of 2574 papers

TitleStatusHype
Analysis of High-dimensional Gaussian Labeled-unlabeled Mixture Model via Message-passing Algorithm0
DeepTopPush: Simple and Scalable Method for Accuracy at the Top0
Automatic Transformation of Clinical Narratives into Structured Format0
Deep Template Matching for Offline Handwritten Chinese Character Recognition0
Automatic TM Cleaning through MT and POS Tagging: Autodesk's Submission to the NLP4TM 2016 Shared Task0
Analysis and classification of heart diseases using heartbeat features and machine learning algorithms0
Adaptive Gradient Methods Converge Faster with Over-Parameterization (and you can do a line-search)0
Repairing Regressors for Fair Binary Classification at Any Decision Threshold0
A Safe Exploration Strategy for Model-free Task Adaptation in Safety-constrained Grid Environments0
Single Class Universum-SVM0
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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