SOTAVerified

Binary Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 726–750 of 2574 papers

TitleStatusHype
Automated Fact-Checking of Claims in Argumentative Parliamentary Debates—0
Communication-Efficient, 2D Parallel Stochastic Gradient Descent for Distributed-Memory Optimization—0
Automated Imbalanced Classification via Layered Learning—0
Deep Adversarial Inconsistent Cognitive Sampling for Multi-view Progressive Subspace Clustering—0
Deep Attention Model for Triage of Emergency Department Patients—0
Deep Blur Multi-Model (DeepBlurMM) -- a strategy to mitigate the impact of image blur on deep learning model performance in histopathology image analysis—0
DeepDiveAI: Identifying AI Related Documents in Large Scale Literature Data—0
Deep Detection for Face Manipulation—0
Estimating a sharp convergence bound for randomized ensembles—0
Des-q: a quantum algorithm to provably speedup retraining of decision trees—0
A Multi-task Deep Network for Person Re-identification—0
Supervised ML Solution for Band Assignment in Dual-Band Systems with Omnidirectional and Directional Antennas—0
Deep Learning Approaches for Blood Disease Diagnosis Across Hematopoietic Lineages—0
Deep learning approach for interruption attacks detection in LEO satellite networks—0
Deep Learning Architecture for Complex Word Identification—0
Deep Learning Based Analysis of Prostate Cancer from MP-MRI—0
Deep Learning-based Anomaly Detection on X-ray Images of Fuel Cell Electrodes—0
Deep Learning Based Face Recognition Method using Siamese Network—0
Deep-learning-based identification of odontogenic keratocysts in hematoxylin- and eosin-stained jaw cyst specimens—0
Deep Learning-based Prediction of Breast Cancer Tumor and Immune Phenotypes from Histopathology—0
Deep-Learning-based Vulnerability Detection in Binary Executables—0
Common Mode Patterns for Supervised Tensor Subspace Learning—0
Deep Learning for Estimating Synaptic Health of Primary Neuronal Cell Culture—0
Deep Learning for scalp High Frequency Oscillations Identification—0
A Self-Supervised Transformer for Unusable Shared Bike Detection—0
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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