SOTAVerified

Binary Classification

Papers

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Showing 501–525 of 2574 papers

TitleStatusHype
Towards the Effect of Examples on In-Context Learning: A Theoretical Case Study—0
Training on Fake Labels: Mitigating Label Leakage in Split Learning via Secure Dimension Transformation—0
Comparing Quantum Encoding Techniques—0
Efficient line search for optimizing Area Under the ROC Curve in gradient descentCode0
HLM-Cite: Hybrid Language Model Workflow for Text-based Scientific Citation PredictionCode0
Copiloting Diagnosis of Autism in Real Clinical Scenarios via LLMs—0
Understanding Gradient Boosting Classifier: Training, Prediction, and the Role of γ_j—0
Superficial Safety Alignment Hypothesis—0
GRU-D Characterizes Age-Specific Temporal Missingness in MIMIC-IV—0
EnsemW2S: Can an Ensemble of LLMs be Leveraged to Obtain a Stronger LLM?—0
Training Over a Distribution of Hyperparameters for Enhanced Performance and Adaptability on Imbalanced Classification—0
Optimizing Sparse Generalized Singular Vectors for Feature Selection in Proximal Support Vector Machines with Application to Breast and Ovarian Cancer Detection—0
Universality in Transfer Learning for Linear Models—0
Fine-Tuning Personalization in Federated Learning to Mitigate Adversarial Clients—0
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 techniques—0
Enhancing GANs with Contrastive Learning-Based Multistage Progressive Finetuning SNN and RL-Based External Optimization—0
Machine Learning in Industrial Quality Control of Glass Bottle Prints—0
Linear Projections of Teacher Embeddings for Few-Class Distillation—0
Balancing the Scales: A Comprehensive Study on Tackling Class Imbalance in Binary Classification—0
Probing Omissions and Distortions in Transformer-based RDF-to-Text Models—0
ABCFair: an Adaptable Benchmark approach for Comparing Fairness MethodsCode0
GS-Net: Global Self-Attention Guided CNN for Multi-Stage Glaucoma Classification—0
Cyber Knowledge Completion Using Large Language Models—0
On the Within-class Variation Issue in Alzheimer's Disease Detection—0
Applying Pre-trained Multilingual BERT in Embeddings for Improved Malicious Prompt Injection Attacks Detection—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