SOTAVerified

Binary Classification

Papers

Showing 19011910 of 2574 papers

TitleStatusHype
Learning Optimal Classification Trees: Strong Max-Flow Formulations0
Optical detection of Aflatoxins B in grained almonds using fluorescence spectroscopy and machine learning algorithms0
Descriptive and Predictive Analysis of Euroleague Basketball Games and the Wisdom of Basketball CrowdsCode1
Deep Learning of Movement Intent and Reaction Time for EEG-informed Adaptation of Rehabilitation Robots0
Convex Fairness Constrained Model Using Causal Effect Estimators0
Boosted Locality Sensitive Hashing: Discriminative Binary Codes for Source SeparationCode0
Efficient Policy Learning from Surrogate-Loss Classification ReductionsCode0
Optimal Transfer Learning Model for Binary Classification of Funduscopic Images through Simple Heuristics0
Imbalanced classification: a paradigm-based review0
Robust binary classification with the 01 lossCode0
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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