SOTAVerified

Binary Classification

Papers

Showing 16911700 of 2574 papers

TitleStatusHype
The Randomness of Input Data Spaces is an A Priori Predictor for Generalization0
The Report on China-Spain Joint Clinical Testing for Rapid COVID-19 Risk Screening by Eye-region Manifestations0
The Rich and the Simple: On the Implicit Bias of Adam and SGD0
The role of data-induced randomness in quantum machine learning classification tasks0
The Sample Complexity of Semi-Supervised Learning with Nonparametric Mixture Models0
The Sampling-and-Learning Framework: A Statistical View of Evolutionary Algorithms0
The stochastic multi-gradient algorithm for multi-objective optimization and its application to supervised machine learning0
The Structured Abstain Problem and the Lovász Hinge0
The Success of AdaBoost and Its Application in Portfolio Management0
The UPC Speaker Verification System Submitted to VoxCeleb Speaker Recognition Challenge 2020 (VoxSRC-20)0
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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