SOTAVerified

Binary Classification

Papers

Showing 15411550 of 2574 papers

TitleStatusHype
Pairwise Fairness for Ordinal RegressionCode0
Diffusion Mechanism in Residual Neural Network: Theory and ApplicationsCode1
Semantics in Multi-objective Genetic Programming0
Predicting Intensive Care Unit Length of Stay and Mortality Using Patient Vital Signs: Machine Learning Model Development and Validation0
AdaBoost and robust one-bit compressed sensingCode0
Scalar Adjective Identification and Multilingual Ranking0
Non-asymptotic Excess Risk Bounds for Classification with Deep Convolutional Neural Networks0
Deep Neural Network as an alternative to Boosted Decision Trees for PIDCode0
Optimizing Rescoring Rules with Interpretable Representations of Long-Term Information0
Morphological classification of astronomical images with limited labelling0
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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