SOTAVerified

Binary Classification

Papers

Showing 221230 of 2574 papers

TitleStatusHype
Explaining a probabilistic prediction on the simplex with Shapley compositions0
Adversarial Surrogate Losses for Ordinal Regression0
Adversarial robustness for latent models: Revisiting the robust-standard accuracies tradeoff0
A comparative study on machine learning approaches for rock mass classification using drilling data0
Adversarial Risk via Optimal Transport and Optimal Couplings0
Adversarial Examples from Cryptographic Pseudo-Random Generators0
A Comparative Study of Speaker Role Identification in Air Traffic Communication Using Deep Learning Approaches0
Optimized Score Transformation for Consistent Fair Classification0
An extended asymmetric sigmoid with Perceptron (SIGTRON) for imbalanced linear classification0
Adversarial examples from computational constraints0
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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