SOTAVerified

Binary Classification

Papers

Showing 461470 of 2574 papers

TitleStatusHype
How Much Data is Enough? Optimization of Data Collection for Artifact Detection in EEG Recordings0
Social Support Detection from Social Media Texts0
Investigating Large Language Models for Complex Word Identification in Multilingual and Multidomain SetupsCode0
High-performance automated abstract screening with large language model ensembles0
The Implicit Bias of Gradient Descent on Separable Multiclass Data0
Ratio law: mathematical descriptions for a universal relationship between AI performance and input samples0
Enhancing binary classification: A new stacking method via leveraging computational geometry0
Understanding Aggregations of Proper Learners in Multiclass Classification0
From Explicit Rules to Implicit Reasoning in an Interpretable Violence Monitoring System0
RoBIn: A Transformer-Based Model For Risk Of Bias Inference With Machine Reading ComprehensionCode0
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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