SOTAVerified

Binary Classification

Papers

Showing 261270 of 2574 papers

TitleStatusHype
Harmful YouTube Video Detection: A Taxonomy of Online Harm and MLLMs as Alternative Annotators0
PropNEAT -- Efficient GPU-Compatible Backpropagation over NeuroEvolutionary Augmenting Topology Networks0
How Much Data is Enough? Optimization of Data Collection for Artifact Detection in EEG Recordings0
Social Support Detection from Social Media Texts0
High-performance automated abstract screening with large language model ensembles0
Investigating Large Language Models for Complex Word Identification in Multilingual and Multidomain SetupsCode0
The Implicit Bias of Gradient Descent on Separable Multiclass Data0
Ratio law: mathematical descriptions for a universal relationship between AI performance and input samples0
Understanding Aggregations of Proper Learners in Multiclass Classification0
Enhancing binary classification: A new stacking method via leveraging computational geometry0
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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