SOTAVerified

Binary Classification

Papers

Showing 291300 of 2574 papers

TitleStatusHype
Single Class Universum-SVM0
A Turing Test for Transparency0
Auditing: Active Learning with Outcome-Dependent Query Costs0
An Effective Flow-based Method for Positive-Unlabeled Learning: 2-HNC0
A Nearest Neighbor Network to Extract Digital Terrain Models from 3D Point Clouds0
Addressing Distribution Shift in RTB Markets via Exponential Tilting0
An Automated Classifier of Harmful Brain Activities for Clinical Usage Based on a Vision-Inspired Pre-trained Framework0
Anatomy-Guided Multitask Learning for MRI-Based Classification of Placenta Accreta Spectrum and its Subtypes0
Adding One Neuron Can Eliminate All Bad Local Minima0
A Circuit Complexity Formulation of Algorithmic Information Theory0
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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