SOTAVerified

Binary Classification

Papers

Showing 18711880 of 2574 papers

TitleStatusHype
Decomposing Word Embedding with the Capsule Network0
Combined Cleaning and Resampling Algorithm for Multi-Class Imbalanced Data with Label Noise0
Deep Face Forgery DetectionCode0
Fully-Corrective Gradient Boosting with Squared Hinge: Fast Learning Rates and Early Stopping0
A generalised OMP algorithm for feature selection with application to gene expression data0
A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data SetCode1
Automated Methods for Detection and Classification Pneumonia based on X-Ray Images Using Deep Learning0
Seeing The Whole Patient: Using Multi-Label Medical Text Classification Techniques to Enhance Predictions of Medical CodesCode0
Optimising HEP parameter fits via Monte Carlo weight derivative regression0
Viral Pneumonia Screening on Chest X-ray Images Using Confidence-Aware Anomaly DetectionCode1
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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