SOTAVerified

Binary Classification

Papers

Showing 426450 of 2574 papers

TitleStatusHype
Movement-Prediction-Adjusted Naïve Forecast0
Challenges in Binary Classification0
Is AI fun? HumorDB: a curated dataset and benchmark to investigate graphical humor0
Fine-Tuning BERTs for Definition Extraction from Mathematical Text0
Skin Cancer Images Classification using Transfer Learning Techniques0
TREE: Tree Regularization for Efficient Execution0
Explainable assessment of financial experts' credibility by classifying social media forecasts and checking the predictions with actual market data0
Is Efficient PAC Learning Possible with an Oracle That Responds 'Yes' or 'No'?0
Probing the Decision Boundaries of In-context Learning in Large Language ModelsCode1
Retraining with Predicted Hard Labels Provably Increases Model Accuracy0
Hyperbolic sentence representations for solving Textual Entailment0
Biomarker based Cancer Classification using an Ensemble with Pre-trained Models0
Learning from Natural Language Explanations for Generalizable Entity Matching0
Improving Noise Robustness through Abstractions and its Impact on Machine Learning0
LT4SG@SMM4H24: Tweets Classification for Digital Epidemiology of Childhood Health Outcomes Using Pre-Trained Language Models0
Toxic Memes: A Survey of Computational Perspectives on the Detection and Explanation of Meme ToxicitiesCode0
Sequential Binary Classification for Intrusion Detection0
Novel Approach to Intrusion Detection: Introducing GAN-MSCNN-BILSTM with LIME Predictions0
Split-and-Fit: Learning B-Reps via Structure-Aware Voronoi PartitioningCode2
LogiCode: an LLM-Driven Framework for Logical Anomaly DetectionCode1
Predicting Genetic Mutation from Whole Slide Images via Biomedical-Linguistic Knowledge Enhanced Multi-label ClassificationCode0
Modeling PROTAC Degradation Activity with Machine LearningCode1
Annotation Guidelines-Based Knowledge Augmentation: Towards Enhancing Large Language Models for Educational Text Classification0
Using Constraints to Discover Sparse and Alternative Subgroup DescriptionsCode0
DistilDIRE: A Small, Fast, Cheap and Lightweight Diffusion Synthesized Deepfake DetectionCode1
Show:102550
← PrevPage 18 of 103Next →

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