SOTAVerified

Binary Classification

Papers

Showing 18811890 of 2574 papers

TitleStatusHype
Robust Classification of High-Dimensional Spectroscopy Data Using Deep Learning and Data Synthesis0
A termination criterion for stochastic gradient descent for binary classification0
Multi-Class classification of vulnerabilities in Smart Contracts using AWD-LSTM, with pre-trained encoder inspired from natural language processing0
Diagnosis of Diabetic Retinopathy in Ethiopia: Before the Deep Learning based Automation0
Probabilistic learning of boolean functions applied to the binary classification problem with categorical covariatesCode0
Quality Control of Neuron Reconstruction Based on Deep Learning0
Adapting Deep Learning Methods for Mental Health Prediction on Social Media0
BrazilDAM: A Benchmark dataset for Tailings Dam DetectionCode0
CompLex: A New Corpus for Lexical Complexity Prediction from Likert Scale DataCode0
TF-IDFC-RF: A Novel Supervised Term Weighting Scheme0
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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