SOTAVerified

Binary Classification

Papers

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Showing 1401–1450 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
Online Active Learning with Surrogate Loss Functions—0
New PCA-based Category Encoder for Cybersecurity and Processing Data in IoT Devices—0
The Geometry of Adversarial Training in Binary Classification—0
On computable learning of continuous features—0
Differentially Private Nonparametric Regression Under a Growth Condition—0
MIO : Mutual Information Optimization using Self-Supervised Binary Contrastive Learning—0
Can depth-adaptive BERT perform better on binary classification tasks—0
PAC-Learning Uniform Ergodic Communicative Networks—0
Deep Probability Estimation—0
Inverse-Weighted Survival GamesCode0
ConTFV: A Contrastive Learning Framework for Table-based Fact Verification—0
HateBR: Large expert annotated corpus of Brazilian Instagram comments for abusive language detection—0
Margin-Independent Online Multiclass Learning via Convex Geometry—0
Binary classification of spoken words with passive phononic metamaterials—0
Adaptive Cost-Sensitive Learning in Neural Networks for Misclassification Cost Problems—0
HMD-AMP: Protein Language-Powered Hierarchical Multi-label Deep Forest for Annotating Antimicrobial Peptides—0
Reducing Data Complexity using Autoencoders with Class-informed Loss FunctionsCode0
GROWL: Group Detection With Link Prediction—0
New Hard-thresholding Rules based on Data Splitting in High-dimensional Imbalanced Classification—0
Neural Network Based Epileptic EEG Detection and Classification—0
A Comparative Study of Speaker Role Identification in Air Traffic Communication Using Deep Learning Approaches—0
Binary classification of proteins by a Machine Learning approach—0
A new method for binary classification of proteins with Machine Learning—0
Detection of Hate Speech using BERT and Hate Speech Word Embedding with Deep Model—0
Stylometric Literariness Classification: the Case of Stephen KingCode0
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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