Group Normalization

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet...

PDF Abstract ECCV 2018 PDF ECCV 2018 Abstract

Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Object Detection COCO minival Mask R-CNN (ResNet-50-FPN, GroupNorm) box AP 40.3 # 40
AP50 61 # 25
AP75 44 # 27
Object Detection COCO minival Mask R-CNN (ResNet-50-FPN, GroupNorm, long) box AP 40.8 # 39
AP50 61.6 # 22
AP75 44.4 # 25
Object Detection COCO minival Mask R-CNN (ResNet-101-FPN, GroupNorm, long) box AP 42.3 # 30
AP50 62.8 # 18
AP75 46.2 # 18

Methods used in the Paper