SOTAVerified

Binary Classification

Papers

Showing 311320 of 2574 papers

TitleStatusHype
Understanding Gradient Boosting Classifier: Training, Prediction, and the Role of γ_j0
Copiloting Diagnosis of Autism in Real Clinical Scenarios via LLMs0
Feature Selection Gates with Gradient Routing for Endoscopic Image ComputingCode1
Superficial Safety Alignment Hypothesis0
GRU-D Characterizes Age-Specific Temporal Missingness in MIMIC-IV0
EnsemW2S: Can an Ensemble of LLMs be Leveraged to Obtain a Stronger LLM?0
Optimizing Sparse Generalized Singular Vectors for Feature Selection in Proximal Support Vector Machines with Application to Breast and Ovarian Cancer Detection0
Training Over a Distribution of Hyperparameters for Enhanced Performance and Adaptability on Imbalanced Classification0
Universality in Transfer Learning for Linear Models0
Evaluating the performance of state-of-the-art esg domain-specific pre-trained large language models in text classification against existing models and traditional machine learning techniques0
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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