SOTAVerified

Binary Classification

Papers

Showing 961970 of 2574 papers

TitleStatusHype
A Framework for Identifying Depression on Social Media: MentalRiskES@IberLEF 2023Code0
Using Large Language Models to Provide Explanatory Feedback to Human Tutors0
A Circuit Complexity Formulation of Algorithmic Information Theory0
Kernel Support Vector Machine Classifiers with the _0-Norm Hinge Loss0
Dermoscopic Dark Corner Artifacts Removal: Friend or Foe?Code0
The Implicit Bias of Batch Normalization in Linear Models and Two-layer Linear Convolutional Neural Networks0
A Model-free Closeness-of-influence Test for Features in Supervised Learning0
On Orderings of Probability Vectors and Unsupervised Performance EstimationCode0
Fairness in Multi-Task Learning via Wasserstein BarycentersCode0
Training shallow ReLU networks on noisy data using hinge loss: when do we overfit and is it benign?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