SOTAVerified

Binary Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1351–1375 of 2574 papers

TitleStatusHype
The Dutch Draw: Constructing a Universal Baseline for Binary Prediction ModelsCode0
3D-EDM: Early Detection Model for 3D-Printer Faults—0
Learning curves for the multi-class teacher-student perceptronCode0
Multi-class Label Noise Learning via Loss Decomposition and Centroid Estimation—0
ASE: Anomaly Scoring Based Ensemble Learning for Imbalanced Datasets—0
Transferable Class-Modelling for Decentralized Source Attribution of GAN-Generated ImagesCode0
Decision-Making under Miscalibration—0
The Structured Abstain Problem and the Lovász Hinge—0
Improving State-of-the-Art in One-Class Classification by Leveraging Unlabeled DataCode0
Repairing Regressors for Fair Binary Classification at Any Decision Threshold—0
Using Word Embeddings to Analyze Protests News—0
Classification from Positive and Biased Negative Data with Skewed Labeled Posterior Probability—0
Binary Classification Under _0 Attacks for General Noise Distribution—0
Diagnosis of COVID-19 using chest X-ray images based on modified DarkCovidNet modelCode0
Multi-channel deep convolutional neural networks for multi-classifying thyroid disease—0
Important Object Identification with Semi-Supervised Learning for Autonomous Driving—0
Abuse and Fraud Detection in Streaming Services Using Heuristic-Aware Machine Learning—0
ViTransPAD: Video Transformer using convolution and self-attention for Face Presentation Attack Detection—0
Ensemble Methods for Robust Support Vector Machines using Integer ProgrammingCode0
Image-based material analysis of ancient historical documents—0
An Efficient End-to-End 3D Voxel Reconstruction based on Neural Architecture SearchCode0
Fairness-Aware Naive Bayes Classifier for Data with Multiple Sensitive Features—0
Co-occurring Diseases Heavily Influence the Performance of Weakly Supervised Learning Models for Classification of Chest CT—0
Personalized PPG Normalization based on Subject Heartbeat in Resting State Condition—0
Combining Varied Learners for Binary Classification using Stacked Generalization—0
Show:102550
← PrevPage 55 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