OverLoCK: An Overview-first-Look-Closely-next ConvNet with Context-Mixing Dynamic Kernels

Benchmark Model Rank Results
object-detection-on-coco-val2017OverLoCK-B (Cascade Mask R-CNN 3x)–box AP: 53.9Params (M): 154
object-detection-on-coco-val2017OverLoCK-B (Mask R-CNN 1x)–box AP: 49.9Params (M): 114
object-detection-on-coco-val2017OverLoCK-B (Mask R-CNN 3x)–box AP: 51.4Params (M): 114
object-detection-on-coco-val2017OverLoCK-S (Cascade Mask R-CNN 3x)–box AP: 53.6Params (M): 114