SOTAVerified

Binary Classification

Papers

Showing 19011910 of 2574 papers

TitleStatusHype
Accurate Streaming Support Vector Machines0
Multiclass Online Learning and Uniform Convergence0
Repairing Regressors for Fair Binary Classification at Any Decision Threshold0
Achieving Small Test Error in Mildly Overparameterized Neural Networks0
A Circuit Complexity Formulation of Algorithmic Information Theory0
A Classification-Based Approach to Cognate Detection Combining Orthographic and Semantic Similarity Information0
A Classification-Based Approach to Semi-Supervised Clustering with Pairwise Constraints0
A Comparative Analysis of Android Malware0
A Comparative Analysis of Faithfulness Metrics and Humans in Citation Evaluation0
A Comparative Study of Speaker Role Identification in Air Traffic Communication Using Deep Learning Approaches0
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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