SOTAVerified

Binary Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1326–1350 of 2574 papers

TitleStatusHype
Learning to be adversarially robust and differentially private—0
A Hybrid Quantum-Classical Neural Network Architecture for Binary Classification—0
Stain Normalized Breast Histopathology Image Recognition using Convolutional Neural Networks for Cancer Detection—0
Evolutionary Multitasking AUC OptimizationCode0
Biased Hypothesis Formation From Projection PursuitCode0
Calibrating Deep Neural Networks by Pairwise Constraints—0
The GatedTabTransformer. An enhanced deep learning architecture for tabular modelingCode1
Universal Online Learning with Bounded Loss: Reduction to Binary Classification—0
Anomaly Detection using Capsule Networks for High-dimensional Datasets—0
ToxTree: descriptor-based machine learning models for both hERG and Nav1.5 cardiotoxicity liability predictions—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
KGBoost: A Classification-based Knowledge Base Completion Method with Negative Sampling—0
ML Supported Predictions for SAT Solvers Performance—0
Overview of the HASOC Subtrack at FIRE 2021: Hate Speech and Offensive Content Identification in English and Indo-Aryan Languages—0
Predicting Defects in Laser Powder Bed Fusion using in-situ Thermal Imaging Data and Machine Learning—0
Forensic Analysis of Synthetically Generated Western Blot Images—0
Counterfactual Explanations via Latent Space Projection and Interpolation—0
Who will dropout from university? Academic risk prediction based on interpretable machine learning—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
Show:102550
← PrevPage 54 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