SOTAVerified

Binary Classification

Papers

Showing 15711580 of 2574 papers

TitleStatusHype
Solving Fashion Recommendation -- The Farfetch Challenge0
Solving for multi-class: a survey and synthesis0
Some Experimental Issues in Financial Fraud Detection: An Investigation0
Some Open Problems in Optimal AdaBoost and Decision Stumps0
Sparse-penalized deep neural networks estimator under weak dependence0
Sparse Universum Quadratic Surface Support Vector Machine Models for Binary Classification0
Spatial Filtering for Brain Computer Interfaces: A Comparison between the Common Spatial Pattern and Its Variant0
Spatiotemporal Inconsistency Learning for DeepFake Video Detection0
Speech-Based Depression Prediction Using Encoder-Weight-Only Transfer Learning and a Large Corpus0
Speech based Depression Severity Level Classification Using a Multi-Stage Dilated CNN-LSTM Model0
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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