SOTAVerified

Binary Classification

Papers

Showing 561570 of 2574 papers

TitleStatusHype
Active Model Aggregation via Stochastic Mirror Descent0
Complementary to Multiple Labels: A Correlation-Aware Correction Approach0
A study of conceptual language similarity: comparison and evaluation0
Aligning Multiclass Neural Network Classifier Criterion with Task Performance via F_β-Score0
A Study imbalance handling by various data sampling methods in binary classification0
Astrometric Binary Classification Via Artificial Neural Networks0
Algebraic Ground Truth Inference: Non-Parametric Estimation of Sample Errors by AI Algorithms0
Accelerating Stochastic Gradient Descent Using Antithetic Sampling0
CompLex --- A New Corpus for Lexical Complexity Prediction from Likert Scale Data0
A Streaming Algorithm for Crowdsourced Data 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