SOTAVerified

Binary Classification

Papers

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Showing 1401–1425 of 2574 papers

TitleStatusHype
Early Diagnosis of Parkinsons Disease by Analyzing Magnetic Resonance Imaging Brain Scans and Patient Characteristics—0
Discriminant Analysis in Contrasting Dimensions for Polycystic Ovary Syndrome Prognostication—0
Pseudo-labelling and Meta Reweighting Learning for Image Aesthetic Quality Assessment—0
Stay Positive: Knowledge Graph Embedding Without Negative SamplingCode0
Churn prediction in online gambling—0
Learning to be adversarially robust and differentially private—0
A Hybrid Quantum-Classical Neural Network Architecture for Binary Classification—0
Evolutionary Multitasking AUC OptimizationCode0
Stain Normalized Breast Histopathology Image Recognition using Convolutional Neural Networks for Cancer Detection—0
Biased Hypothesis Formation From Projection PursuitCode0
Calibrating Deep Neural Networks by Pairwise Constraints—0
Universal Online Learning with Bounded Loss: Reduction to Binary Classification—0
ToxTree: descriptor-based machine learning models for both hERG and Nav1.5 cardiotoxicity liability predictions—0
Anomaly Detection using Capsule Networks for High-dimensional Datasets—0
The Quantum Version of Prediction for Binary Classification Problem by Ensemble Methods—0
Prevalence Threshold and bounds in the Accuracy of Binary Classification Systems—0
Overview of the HASOC Subtrack at FIRE 2021: Hate Speech and Offensive Content Identification in English and Indo-Aryan Languages—0
KGBoost: A Classification-based Knowledge Base Completion Method with Negative Sampling—0
ML Supported Predictions for SAT Solvers Performance—0
Forensic Analysis of Synthetically Generated Western Blot Images—0
Predicting Defects in Laser Powder Bed Fusion using in-situ Thermal Imaging Data and Machine Learning—0
Who will dropout from university? Academic risk prediction based on interpretable machine learning—0
Counterfactual Explanations via Latent Space Projection and Interpolation—0
Seeking Sinhala Sentiment: Predicting Facebook Reactions of Sinhala Posts—0
Is the use of Deep Learning and Artificial Intelligence an appropriate means to locate debris in the ocean without harming aquatic wildlife?—0
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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