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Holdout Set

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 31–35 of 35 papers

Title	Date	Tasks	Status	Hype
Persistent Homology Captures the Generalization of Neural Networks Without A Validation Set	May 31, 2021	Holdout Set	CodeCode Available	0
Generalization in Adaptive Data Analysis and Holdout Reuse	Jun 8, 2015	Holdout Set	CodeCode Available	0
RATT: Leveraging Unlabeled Data to Guarantee Generalization	May 1, 2021	Generalization BoundsHoldout Set	CodeCode Available	0
Uncovering convolutional neural network decisions for diagnosing multiple sclerosis on conventional MRI using layer-wise relevance propagation	Apr 18, 2019	Decision MakingDiagnostic	CodeCode Available	0
Holdouts set for safe predictive model updating	Feb 13, 2022	Holdout Setmodel	CodeCode Available	0

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Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	BloodAxe, 1st place xView3 prize challenge	Aggregate xView3 Score	0.62	—	Unverified
2	selim_sef, 2nd place xView3 prize challenge	Aggregate xView3 Score	0.6	—	Unverified
3	Tumen, 3rd place xView3 prize challenge	Aggregate xView3 Score	0.58	—	Unverified
4	Skylight at AI2, 4th place xView3 prize challenge	Aggregate xView3 Score	0.58	—	Unverified
5	Kohei, 5th place xView3 prize challenge	Aggregate xView3 Score	0.57	—	Unverified