SOTAVerified

Binary Classification

Papers

Showing 20412050 of 2574 papers

TitleStatusHype
Optimizing Shallow Networks for Binary Classification0
Optimizing Sparse Generalized Singular Vectors for Feature Selection in Proximal Support Vector Machines with Application to Breast and Ovarian Cancer Detection0
Oracle-Efficient Differentially Private Learning with Public Data0
Ordinal Regression With Multiple Output CNN for Age Estimation0
Ordinal-ResLogit: Interpretable Deep Residual Neural Networks for Ordered Choices0
Orthogonal Decomposition Network for Pixel-Wise Binary Classification0
Overview of the DAGPap22 Shared Task on Detecting Automatically Generated Scientific Papers0
Overview of the Fifth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at COLING 20200
Overview of the GermEval 2021 Shared Task on the Identification of Toxic, Engaging, and Fact-Claiming Comments0
Overview of the HASOC Subtrack at FIRE 2021: Hate Speech and Offensive Content Identification in English and Indo-Aryan Languages0
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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