SOTAVerified

Binary Classification

Papers

Showing 11–20 of 2574 papers

TitleStatusHype
On the existence of consistent adversarial attacks in high-dimensional linear classification—0
Optimization of bi-directional gated loop cell based on multi-head attention mechanism for SSD health state classification model—0
Adversarial Surrogate Risk Bounds for Binary Classification—0
EDINET-Bench: Evaluating LLMs on Complex Financial Tasks using Japanese Financial StatementsCode1
DIsoN: Decentralized Isolation Networks for Out-of-Distribution Detection in Medical Imaging—0
DEAL: Disentangling Transformer Head Activations for LLM Steering—0
Zeroth-Order Optimization Finds Flat Minima—0
CHANCERY: Evaluating Corporate Governance Reasoning Capabilities in Language Models—0
Does Prompt Design Impact Quality of Data Imputation by LLMs?—0
Quantum Ensembling Methods for Healthcare and Life Science—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98—Unverified
2LightGBM + OpenAI embeddingAUROC0.97—Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96—Unverified
4LightGBM + RoBERTa embeddingAUROC0.95—Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94—Unverified
6ResNet + RoBERTa embeddingAUROC0.93—Unverified
7ResNet + OpenAI embeddingAUROC0.92—Unverified
8FTTransformer + OpenAI embeddingAUROC0.91—Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81—Unverified
2Multimodal-Net All-TextAUROC0.8—Unverified
3ResNet + RoBERTa finetuneAUROC0.79—Unverified
4LightGBM + RoBERTa embeddingAUROC0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79—Unverified