SOTAVerified

Binary Classification

Papers

Showing 19011910 of 2574 papers

TitleStatusHype
Probabilistic learning of boolean functions applied to the binary classification problem with categorical covariatesCode0
Diagnosis of Diabetic Retinopathy in Ethiopia: Before the Deep Learning based Automation0
Quality Control of Neuron Reconstruction Based on Deep Learning0
BrazilDAM: A Benchmark dataset for Tailings Dam DetectionCode0
Adapting Deep Learning Methods for Mental Health Prediction on Social Media0
CompLex: A New Corpus for Lexical Complexity Prediction from Likert Scale DataCode0
TF-IDFC-RF: A Novel Supervised Term Weighting Scheme0
Fairness by Explicability and Adversarial SHAP Learning0
AI outperformed every dermatologist: Improved dermoscopic melanoma diagnosis through customizing batch logic and loss function in an optimized Deep CNN architecture0
Reduced Dilation-Erosion Perceptron for Binary ClassificationCode0
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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