SOTAVerified

Holdout Set

Papers

Showing 1120 of 35 papers

TitleStatusHype
The Benefits and Risks of Transductive Approaches for AI Fairness0
TotalVibeSegmentator: Full Body MRI Segmentation for the NAKO and UK BiobankCode2
Diversified Ensembling: An Experiment in Crowdsourced Machine Learning0
Liver Tumor Screening and Diagnosis in CT with Pixel-Lesion-Patient NetworkCode1
Testing for OverfittingCode0
xView3-SAR: Detecting Dark Fishing Activity Using Synthetic Aperture Radar ImageryCode1
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 Extrapolation0
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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