SOTAVerified

Binary Classification

Papers

Showing 1120 of 2574 papers

TitleStatusHype
On the existence of consistent adversarial attacks in high-dimensional linear classification0
Optimization of bi-directional gated loop cell based on multi-head attention mechanism for SSD health state classification model0
Adversarial Surrogate Risk Bounds for Binary Classification0
EDINET-Bench: Evaluating LLMs on Complex Financial Tasks using Japanese Financial StatementsCode1
DIsoN: Decentralized Isolation Networks for Out-of-Distribution Detection in Medical Imaging0
DEAL: Disentangling Transformer Head Activations for LLM Steering0
Zeroth-Order Optimization Finds Flat Minima0
CHANCERY: Evaluating Corporate Governance Reasoning Capabilities in Language Models0
Does Prompt Design Impact Quality of Data Imputation by LLMs?0
Quantum Ensembling Methods for Healthcare and Life Science0
Show:102550
← PrevPage 2 of 258Next →

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