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OOD Detection on CIFAR-10 (IND) vs SVHN (OOD)

0.9973AUROC

GradPCA-Batch

0.8991240.9246120.95010.975588Oct 18, 2021Jul 7, 2022Mar 27, 2023Dec 15, 2023Sep 2, 2024May 23, 2025Feb 10, 2026
Updated 1mo ago

Evaluation Results

MethodLinks
2025.05
0.9973--0.52
2024.05
0.997--124
2021.10
0.99698.997.6-
2024.05
0.9957--23
2025.05
0.9942--1.99
2024.05
0.9941--305
2021.10
0.99398.396.9-
2026.02
0.9916---
2025.05
0.9901--5.11
2025.05
0.9879--4.39
2025.05
0.9877--6.08
2023.08
0.9872--5.84
2025.05
0.987--6.17
2025.05
0.9867--6.92
2023.08
0.9865--6.51
2024.05
0.9837--904
2023.08
0.9831--6.42
2025.05
0.9819--9.07
2025.05
0.9796--10.98
2024.02
0.978---
2026.02
0.9768---
2024.02
0.975---
2026.02
0.974---
2026.02
0.974---
2024.02
0.972---
2026.02
0.971---
2025.05
0.9701--15.07
2024.02
0.97---
2026.02
0.97---
2024.02
0.969---
2023.08
0.9686--17.92
2023.08
0.9668--18.75
2026.02
0.966---
2024.02
0.965---
2024.02
0.962---
2026.02
0.961---
2025.05
0.9595--24.9
2025.05
0.9591--25.34
2023.08
0.959--25.99
2024.02
0.958---
2026.02
0.957---
2026.02
0.957---
2026.02
0.957---
2026.02
0.957---
2024.02
0.955---
2026.02
0.955---
2026.02
0.955---
2026.02
0.954---
2025.05
0.9538--16.01
2026.02
0.953---
2026.02
0.953---
2023.08
0.9529--30.14
2025.05
0.9522--23.65
2026.02
0.952---
2025.05
0.9516--19.15
2025.05
0.9512--25.07
2026.02
0.951---
2025.05
0.9506--20.07
2025.05
0.9506--20.07
2026.02
0.949---
2024.05
0.9486--2,517
2025.05
0.9485--24.08
2026.02
0.948---
2026.02
0.948---
2026.02
0.948---
2026.02
0.948---
2026.02
0.946---
2026.02
0.946---
2023.08
0.9457--25.29
2024.02
0.944---
2026.02
0.943---
2026.02
0.943---
2026.02
0.943---
2025.05
0.943--37.25
2025.05
0.9425--23.15
2023.08
0.9411--18.63
2026.02
0.941---
2026.02
0.94---
2023.08
0.9399--40.61
2025.05
0.9399--37.47
2023.08
0.9387--41.64
2026.02
0.938---
2026.02
0.938---
2025.10
0.9374---
2024.02
0.937---
2026.02
0.936---
2024.05
0.9353--3,326
2023.08
0.9348--47.24
2024.05
0.9343--3,210
2024.02
0.933---
2026.02
0.933---
2024.05
0.9329--3,327
2026.02
0.932---
2025.05
0.9319--46.63
2025.05
0.9295--21.07
2024.05
0.9248--4,941
2026.02
0.924---
2024.02
0.913---
2026.02
0.907---
2025.05
0.9029--29.06
Showing 100 of 131 rows