SOTAVerified

Binary Classification

Papers

Showing 14711480 of 2574 papers

TitleStatusHype
Fock State-enhanced Expressivity of Quantum Machine Learning Models0
Learning Concept Lengths Accelerates Concept Learning in ALCCode0
LS3: Latent Space Safe Sets for Long-Horizon Visuomotor Control of Sparse Reward Iterative TasksCode0
Fedlearn-Algo: A flexible open-source privacy-preserving machine learning platformCode1
E-PixelHop: An Enhanced PixelHop Method for Object Classification0
SplitAVG: A heterogeneity-aware federated deep learning method for medical imagingCode1
UCSL : A Machine Learning Expectation-Maximization framework for Unsupervised Clustering driven by Supervised LearningCode0
Optimal Binary Classification Beyond AccuracyCode0
Adaptive calibration for binary classification0
Fair Decision Rules for Binary Classification0
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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