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Binary Classification

Papers

Showing 23912400 of 2574 papers

TitleStatusHype
Fuzzy granular approximation classifierCode0
Bayesian Nonparametrics Meets Data-Driven Distributionally Robust OptimizationCode0
Pareto-optimal data compression for binary classification tasksCode0
GADGET SVM: A Gossip-bAseD sub-GradiEnT Solver for Linear SVMsCode0
A Cross-Domain Evaluation of Approaches for Causal Knowledge ExtractionCode0
SalGAN: Visual Saliency Prediction with Generative Adversarial NetworksCode0
MANTRA: A Machine Learning reference lightcurve dataset for astronomical transient event recognitionCode0
MAP: A Model-agnostic Pretraining Framework for Click-through Rate PredictionCode0
Weak-to-Strong Generalization beyond Accuracy: a Pilot Study in Safety, Toxicity, and Legal ReasoningCode0
Enhancing Self-Supervised Learning for Remote Sensing with Elevation Data: A Case Study with Scarce And High Level Semantic LabelsCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98Unverified
2LightGBM + OpenAI embeddingAUROC0.97Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96Unverified
4LightGBM + RoBERTa embeddingAUROC0.95Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94Unverified
6ResNet + RoBERTa embeddingAUROC0.93Unverified
7ResNet + OpenAI embeddingAUROC0.92Unverified
8FTTransformer + OpenAI embeddingAUROC0.91Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81Unverified
2Multimodal-Net All-TextAUROC0.8Unverified
3ResNet + RoBERTa finetuneAUROC0.79Unverified
4LightGBM + RoBERTa embeddingAUROC0.77Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79Unverified