SOTAVerified

Binary Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 251–275 of 2574 papers

TitleStatusHype
SoftPQ: Robust Instance Segmentation Evaluation via Soft Matching and Tunable ThresholdsCode0
Deepfake Forensic Analysis: Source Dataset Attribution and Legal Implications of Synthetic Media Manipulation—0
Comparing LLM Text Annotation Skills: A Study on Human Rights Violations in Social Media DataCode0
Zero-Shot Multi-modal Large Language Model v.s. Supervised Deep Learning: A Comparative Study on CT-Based Intracranial Hemorrhage SubtypingCode0
An Effective Flow-based Method for Positive-Unlabeled Learning: 2-HNC—0
Crowd Scene Analysis using Deep Learning Techniques—0
Super-fast rates of convergence for Neural Networks Classifiers under the Hard Margin Condition—0
Incomplete In-context Learning—0
MarkMatch: Same-Hand Stuffing Detection—0
COMRECGC: Global Graph Counterfactual Explainer through Common RecourseCode0
The Distracting Effect: Understanding Irrelevant Passages in RAG—0
Active Learning for Multi-class Image Classification—0
Fine-Grained Bias Exploration and Mitigation for Group-Robust Classification—0
Voice biomarkers of perinatal depression: cross-sectional nationwide pilot study report—0
In-Context Learning for Label-Efficient Cancer Image Classification in Oncology—0
Performance Estimation in Binary Classification Using Calibrated Confidence—0
Cyber Security Data Science: Machine Learning Methods and their Performance on Imbalanced DatasetsCode0
Multitask LSTM for Arboviral Outbreak Prediction Using Public Health Data—0
PAC-Bayesian risk bounds for fully connected deep neural network with Gaussian priors—0
AnomalyMatch: Discovering Rare Objects of Interest with Semi-supervised and Active LearningCode0
Improving Omics-Based Classification: The Role of Feature Selection and Synthetic Data Generation—0
Event-Triggered GAT-LSTM Framework for Attack Detection in Heating, Ventilation, and Air Conditioning Systems—0
A Deep Learning approach for Depressive Symptoms assessment in Parkinson's disease patients using facial videos—0
Eye Movements as Indicators of Deception: A Machine Learning Approach—0
A Self-Supervised Transformer for Unusable Shared Bike Detection—0
Show:102550
← PrevPage 11 of 103Next →
All datasetsfakekickstarterGlyphnet DatasetTII-SSRC-23

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