SOTAVerified

Binary Classification

Papers

Showing 20762100 of 2574 papers

TitleStatusHype
Performance Estimation in Binary Classification Using Calibrated Confidence0
Performance Metric Elicitation from Pairwise Classifier Comparisons0
Detection of Human and Machine-Authored Fake News in UrduCode0
Topology of deep neural networksCode0
Template-Based Posit Multiplication for Training and Inferring in Neural NetworksCode0
Zero-Shot Multi-modal Large Language Model v.s. Supervised Deep Learning: A Comparative Study on CT-Based Intracranial Hemorrhage SubtypingCode0
Diagnosis of COVID-19 using chest X-ray images based on modified DarkCovidNet modelCode0
Temporal Label Smoothing for Early Event PredictionCode0
DIALOG-22 RuATD Generated Text DetectionCode0
Automated Evaluation of Out-of-Context ErrorsCode0
Propensity-to-Pay: Machine Learning for Estimating Prediction UncertaintyCode0
Differentially Private Fair Binary ClassificationsCode0
Temporal Stability in Predictive Process MonitoringCode0
Signed Graph Metric Learning via Gershgorin Disc Perfect AlignmentCode0
Detecting harassment and defamation in cyberbullying with emotion-adaptive trainingCode0
NoCoLA: The Norwegian Corpus of Linguistic AcceptabilityCode0
Competing for pixels: a self-play algorithm for weakly-supervised segmentationCode0
Comparing LLM Text Annotation Skills: A Study on Human Rights Violations in Social Media DataCode0
Comparative Document Summarisation via ClassificationCode0
Tensor Ring Optimized Quantum-Enhanced Tensor Neural NetworksCode0
Axiomatic Interpretability for Multiclass Additive ModelsCode0
Protein Language Models and Machine Learning Facilitate the Identification of Antimicrobial PeptidesCode0
Interpretable ML for Imbalanced DataCode0
Interpretable Multi Labeled Bengali Toxic Comments Classification using Deep LearningCode0
Interpreting LSTM Prediction on Solar Flare Eruption with Time-series ClusteringCode0
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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