SOTAVerified

Binary Classification

Papers

Showing 191200 of 2574 papers

TitleStatusHype
A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data SetCode1
Viral Pneumonia Screening on Chest X-ray Images Using Confidence-Aware Anomaly DetectionCode1
Towards a predictive spatio-temporal representation of brain dataCode1
Descriptive and Predictive Analysis of Euroleague Basketball Games and the Wisdom of Basketball CrowdsCode1
stream-learn -- open-source Python library for difficult data stream batch analysisCode1
Generalization of Change-Point Detection in Time Series Data Based on Direct Density Ratio EstimationCode1
Split Learning for collaborative deep learning in healthcareCode1
On the Detection of Digital Face ManipulationCode1
wav2vec: Unsupervised Pre-training for Speech RecognitionCode1
Rank consistent ordinal regression for neural networks with application to age estimationCode1
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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