SOTAVerified

Binary Classification

Papers

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Showing 1426–1450 of 2574 papers

TitleStatusHype
Probing transfer learning with a model of synthetic correlated datasets—0
problexity -- an open-source Python library for binary classification problem complexity assessment—0
Processing Tweets for Cybersecurity Threat Awareness—0
Profit Driven Decision Trees for Churn Prediction—0
Properties of the After Kernel—0
PropNEAT -- Efficient GPU-Compatible Backpropagation over NeuroEvolutionary Augmenting Topology Networks—0
Prostate Tissue Grading with Deep Quantum Measurement Ordinal Regression—0
Provable Multi-Task Representation Learning by Two-Layer ReLU Neural Networks—0
ProVe: A Pipeline for Automated Provenance Verification of Knowledge Graphs against Textual Sources—0
Prudence When Assuming Normality: an advice for machine learning practitioners—0
Pseudo-Boolean Polynomials Approach To Edge Detection And Image Segmentation—0
Pseudo-labelling and Meta Reweighting Learning for Image Aesthetic Quality Assessment—0
PSPU: Enhanced Positive and Unlabeled Learning by Leveraging Pseudo Supervision—0
PU Learning for Matrix Completion—0
QKSAN: A Quantum Kernel Self-Attention Network—0
QSAN: A Near-term Achievable Quantum Self-Attention Network—0
Quadratically constrained quadratic programming for classification using particle swarms and applications—0
Quadratic mutual information regularization in real-time deep CNN models—0
Quadratic Surface Support Vector Machine with L1 Norm Regularization—0
Quality Control of Neuron Reconstruction Based on Deep Learning—0
Quantifying Human Bias and Knowledge to guide ML models during Training—0
Quantum-Assisted Machine Learning Models for Enhanced Weather Prediction—0
Quantum Circuit for Random Forest Prediction—0
Quantum Discriminator for Binary Classification—0
Quantum Ensembling Methods for Healthcare and Life Science—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