Feature Intertwiner for Object Detection

A well-trained model should classify objects with a unanimous score for every category. This requires the high-level semantic features should be as much alike as possible among samples... (read more)

PDF Abstract ICLR 2019 PDF ICLR 2019 Abstract
TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Object Detection COCO test-dev InterNet (ResNet-101-FPN, multi-scale) box AP 44.2 # 41
AP50 67.5 # 22
AP75 51.1 # 31
APS 27.2 # 36
APM 50.3 # 27
APL 57.7 # 32
Object Detection PASCAL VOC 2007 InterNet (ResNet-101) MAP 82.7% # 4

Methods used in the Paper