1 code implementation • 1 Jun 2023 • Julian Bitterwolf, Maximilian Müller, Matthias Hein
The OOD detection performance when the in-distribution (ID) is ImageNet-1K is commonly being tested on a small range of test OOD datasets.
Ranked #1 on Out-of-Distribution Detection on ImageNet-1k vs NINCO (using extra training data)
1 code implementation • 14 Feb 2023 • Maksym Andriushchenko, Francesco Croce, Maximilian Müller, Matthias Hein, Nicolas Flammarion
Overall, we observe that sharpness does not correlate well with generalization but rather with some training parameters like the learning rate that can be positively or negatively correlated with generalization depending on the setup.