SOTAVerified

Binary Classification

Papers

Showing 521530 of 2574 papers

TitleStatusHype
Probing Omissions and Distortions in Transformer-based RDF-to-Text Models0
Cyber Knowledge Completion Using Large Language Models0
GS-Net: Global Self-Attention Guided CNN for Multi-Stage Glaucoma Classification0
On the Within-class Variation Issue in Alzheimer's Disease Detection0
Applying Pre-trained Multilingual BERT in Embeddings for Improved Malicious Prompt Injection Attacks Detection0
Trustworthy Intrusion Detection: Confidence Estimation Using Latent Space0
On Vision Transformers for Classification Tasks in Side-Scan Sonar Imagery0
THaMES: An End-to-End Tool for Hallucination Mitigation and Evaluation in Large Language ModelsCode0
A logical alarm for misaligned binary classifiers0
Astrometric Binary Classification Via Artificial Neural Networks0
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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