SOTAVerified

Binary Classification

Papers

Showing 23812390 of 2574 papers

TitleStatusHype
Classification and Learning-to-rank Approaches for Cross-Device Matching at CIKM Cup 20160
Neural networks based EEG-Speech Models0
Design of Data-Driven Mathematical Laws for Optimal Statistical Classification Systems0
Nonparametric Bayesian label prediction on a graph0
A temporal model for multiple sclerosis course evolution0
Boosting with Abstention0
Supervised learning through the lens of compression0
Adverse Drug Reaction Classification With Deep Neural Networks0
Selective Annotation of Sentence Parts: Identification of Relevant Sub-sentential Units0
CogALex-V Shared Task: GHHH - Detecting Semantic Relations via Word Embeddings0
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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