SOTAVerified

Binary Classification

Papers

Showing 20812090 of 2574 papers

TitleStatusHype
Applying Multilingual and Monolingual Transformer-Based Models for Dialect Identification0
Applying Pre-trained Multilingual BERT in Embeddings for Improved Malicious Prompt Injection Attacks Detection0
Applying unsupervised keyphrase methods on concepts extracted from discharge sheets0
Approximate Knowledge Graph Query Answering: From Ranking to Binary Classification0
A Precision Environment-Wide Association Study of Hypertension via Supervised Cadre Models0
A Probabilistic Optimum-Path Forest Classifier for Binary Classification Problems0
A Provably Effective Method for Pruning Experts in Fine-tuned Sparse Mixture-of-Experts0
ArabGlossBERT: Fine-Tuning BERT on Context-Gloss Pairs for WSD0
Area under the ROC Curve has the Most Consistent Evaluation for Binary Classification0
Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? A Study on Several Typical Tasks0
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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