SOTAVerified

Binary Classification

Papers

Showing 13111320 of 2574 papers

TitleStatusHype
Classification as Direction Recovery: Improved Guarantees via Scale Invariance0
Fundamental Laws of Binary Classification0
CONSENT: Context Sensitive Transformer for Bold Words Classification0
Binarizing by Classification: Is soft function really necessary?0
Utilizing coarse-grained data in low-data settings for event extraction0
Computational behavior recognition in child and adolescent psychiatry: A statistical and machine learning analysis plan0
Incident duration prediction using a bi-level machine learning framework with outlier removal and intra-extra joint optimisationCode0
Evaluating the Fairness Impact of Differentially Private Synthetic Data0
Assigning Species Information to Corresponding Genes by a Sequence Labeling FrameworkCode0
Defending against Reconstruction Attacks through Differentially Private Federated Learning for Classification of Heterogeneous Chest X-Ray DataCode0
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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