SOTAVerified

Binary Classification

Papers

Showing 20112020 of 2574 papers

TitleStatusHype
Towards Linearization Machine Learning Algorithms0
Recognition of Ischaemia and Infection in Diabetic Foot Ulcers: Dataset and Techniques0
Comparison theorems on large-margin learning0
Local Score Dependent Model Explanation for Time Dependent Covariates0
Multimodal Emotion Recognition Using Deep Canonical Correlation AnalysisCode0
Matching Images and Text with Multi-modal Tensor Fusion and Re-rankingCode0
User independent Emotion Recognition with Residual Signal-Image Network0
A Distraction Score for Watermarks0
Optimal multiclass overfitting by sequence reconstruction from Hamming queries0
Imbalance-XGBoost: Leveraging Weighted and Focal Losses for Binary Label-Imbalanced Classification with XGBoostCode0
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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