SOTAVerified

Binary Classification

Papers

Showing 23012310 of 2574 papers

TitleStatusHype
Lifting Weak Supervision To Structured PredictionCode0
ATPboost: Learning Premise Selection in Binary Setting with ATP FeedbackCode0
Undersampling is a Minimax Optimal Robustness Intervention in Nonparametric ClassificationCode0
Revisiting Non-separable Binary Classification and its Applications in Anomaly DetectionCode0
Fairness in Multi-Task Learning via Wasserstein BarycentersCode0
Fairness of ChatGPT and the Role Of Explainable-Guided PromptsCode0
19 Parameters Is All You Need: Tiny Neural Networks for Particle PhysicsCode0
DATAMAFIA at WNUT-2020 Task 2: A Study of Pre-trained Language Models along with Regularization Techniques for Downstream TasksCode0
Optimization meets Machine Learning: An Exact Algorithm for Semi-Supervised Support Vector MachinesCode0
Revisiting Visual Question Answering BaselinesCode0
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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