SOTAVerified

Binary Classification

Papers

Showing 151160 of 2574 papers

TitleStatusHype
Optimizing CNN Architectures for Advanced Thoracic Disease Classification0
Using Artificial Intelligence to Improve Classroom Learning Experience0
On Agnostic PAC Learning in the Small Error Regime0
LLM-Enhanced Multiple Instance Learning for Joint Rumor and Stance Detection with Social Context Information0
Forecasting Drought Using Machine Learning in California0
A method for classification of data with uncertainty using hypothesis testing0
Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models0
Is LLM an Overconfident Judge? Unveiling the Capabilities of LLMs in Detecting Offensive Language with Annotation DisagreementCode0
Detecting Neurodegenerative Diseases using Frame-Level Handwriting Embeddings0
Find Central Dogma Again: Leveraging Multilingual Transfer in Large Language Models0
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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