Dynamic Group Normalization: Spatio-Temporal Adaptation to Evolving Data Statistics

Benchmark Model Rank Results
adversarial-robustness-on-imagenet-cDynamic Group Normalization (DGN)–mean Corruption Error (mCE): 45.74
image-classification-on-cifar-10Dynamic Group Normalization (DGN)–Percentage correct: 94.81
image-classification-on-cifar-100Dynamic Group Normalization (DGN)–Percentage correct: 76.12
image-classification-on-imagenetDynamic Group Normalization (DGN)–Top 1 Accuracy: 83.78%
object-detection-on-coco-val2017Dynamic Group Normalization (DGN)–box AP: 53.89