SOTAVerified

Binary Classification

Papers

Showing 19261950 of 2574 papers

TitleStatusHype
Binary and Multitask Classification Model for Dutch Anaphora Resolution: Die/Dat Prediction0
μVulDeePecker: A Deep Learning-Based System for Multiclass Vulnerability Detection0
To Transfer or Not to Transfer: Misclassification Attacks Against Transfer Learned Text Classifiers0
The Performance Analysis of Generalized Margin Maximizers on Separable Data0
Using massive health insurance claims data to predict very high-cost claimants: a machine learning approach0
Split Learning for collaborative deep learning in healthcareCode1
Interpreting LSTM Prediction on Solar Flare Eruption with Time-series ClusteringCode0
Characterizing and Detecting Money Laundering Activities on the Bitcoin Network0
A Simple and Effective Framework for Pairwise Deep Metric LearningCode0
NFAD: Fixing anomaly detection using normalizing flowsCode0
Predicting the Outcome of Judicial Decisions made by the European Court of Human Rights0
Support Vector Machine Classifier via L_0/1 Soft-Margin Loss0
Inferring Distributions Over Depth from a Single ImageCode0
An Approach to Super-Resolution of Sentinel-2 Images Based on Generative Adversarial Networks0
U-Net with spatial pyramid pooling for drusen segmentation in optical coherence tomography0
Classification under local differential privacy0
Inception Architecture and Residual Connections in Classification of Breast Cancer Histology Images0
Robust Deep Graph Based Learning for Binary Classification0
Adversarial Risk via Optimal Transport and Optimal Couplings0
15 Keypoints Is All You Need0
Make Thunderbolts Less Frightening -- Predicting Extreme Weather Using Deep Learning0
Capacity of the covariance perceptron0
Multiclass Performance Metric Elicitation0
Beyond temperature scaling: Obtaining well-calibrated multi-class probabilities with Dirichlet calibrationCode0
Convolutional neural networks model improvements using demographics and image processing filters on chest x-rays0
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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