SOTAVerified

Binary Classification

Papers

Showing 351360 of 2574 papers

TitleStatusHype
EquiBench: Benchmarking Large Language Models' Understanding of Program Semantics via Equivalence Checking0
UNITE-FND: Reframing Multimodal Fake News Detection through Unimodal Scene Translation0
Model-Based Learning for DOA Estimation with One-Bit Single-Snapshot Sparse Arrays0
Optimizing CNN Architectures for Advanced Thoracic Disease Classification0
Using Artificial Intelligence to Improve Classroom Learning Experience0
LLM-Enhanced Multiple Instance Learning for Joint Rumor and Stance Detection with Social Context Information0
On Agnostic PAC Learning in the Small Error Regime0
A method for classification of data with uncertainty using hypothesis testing0
Forecasting Drought Using Machine Learning in California0
Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based 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