SOTAVerified

Holdout Set

Papers

Showing 1120 of 35 papers

TitleStatusHype
Holdouts set for safe predictive model updatingCode0
Parametric Scaling Law of Tuning Bias in Conformal PredictionCode0
Persistent Homology Captures the Generalization of Neural Networks Without A Validation SetCode0
RATT: Leveraging Unlabeled Data to Guarantee GeneralizationCode0
Testing for OverfittingCode0
Uncovering convolutional neural network decisions for diagnosing multiple sclerosis on conventional MRI using layer-wise relevance propagationCode0
Who's the (Multi-)Fairest of Them All: Rethinking Interpolation-Based Data Augmentation Through the Lens of MulticalibrationCode0
Outcome-based Reinforcement Learning to Predict the Future0
Who Wins the Game of Thrones? How Sentiments Improve the Prediction of Candidate Choice0
A Meta-Analysis of Overfitting in Machine Learning0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BloodAxe, 1st place xView3 prize challengeAggregate xView3 Score0.62Unverified
2selim_sef, 2nd place xView3 prize challengeAggregate xView3 Score0.6Unverified
3Tumen, 3rd place xView3 prize challengeAggregate xView3 Score0.58Unverified
4Skylight at AI2, 4th place xView3 prize challengeAggregate xView3 Score0.58Unverified
5Kohei, 5th place xView3 prize challengeAggregate xView3 Score0.57Unverified