SOTAVerified

Holdout Set

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–25 of 35 papers

TitleStatusHype
TotalVibeSegmentator: Full Body MRI Segmentation for the NAKO and UK BiobankCode2
Distribution-Free, Risk-Controlling Prediction SetsCode2
Understanding Transformers via N-gram StatisticsCode1
Liver Tumor Screening and Diagnosis in CT with Pixel-Lesion-Patient NetworkCode1
xView3-SAR: Detecting Dark Fishing Activity Using Synthetic Aperture Radar ImageryCode1
Template-Based Automatic Search of Compact Semantic Segmentation ArchitecturesCode1
Outcome-based Reinforcement Learning to Predict the Future—0
The DCR Delusion: Measuring the Privacy Risk of Synthetic Data—0
Parametric Scaling Law of Tuning Bias in Conformal PredictionCode0
Navigating Towards Fairness with Data Selection—0
Who's the (Multi-)Fairest of Them All: Rethinking Interpolation-Based Data Augmentation Through the Lens of MulticalibrationCode0
Benchmark Inflation: Revealing LLM Performance Gaps Using Retro-Holdouts—0
STAND: Data-Efficient and Self-Aware Precondition Induction for Interactive Task Learning—0
Machine Learning for Quantifier Selection in cvc5—0
Comprehensive dataset of user-submitted articles with ideological and extreme bias from RedditCode0
The Benefits and Risks of Transductive Approaches for AI Fairness—0
Diversified Ensembling: An Experiment in Crowdsourced Machine Learning—0
Testing for OverfittingCode0
Holdouts set for safe predictive model updatingCode0
Persistent Homology Captures the Generalization of Neural Networks Without A Validation SetCode0
RATT: Leveraging Unlabeled Data to Guarantee GeneralizationCode0
Morphological Change Forecasting for Prostate Glands using Feature-based Registration and Kernel Density Extrapolation—0
Application of Deep Neural Networks to assess corporate Credit Rating—0
Who Wins the Game of Thrones? How Sentiments Improve the Prediction of Candidate Choice—0
A Meta-Analysis of Overfitting in Machine Learning—0
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Benchmark Results

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