Learning Spatial Fusion for Single-Shot Object Detection

21 Nov 2019 Songtao Liu Di Huang Yunhong Wang

Pyramidal feature representation is the common practice to address the challenge of scale variation in object detection. However, the inconsistency across different feature scales is a primary limitation for the single-shot detectors based on feature pyramid... (read more)

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Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Object Detection COCO test-dev YOLOv3 @800 + ASFF* (Darknet-53) box AP 43.9 # 48
AP50 64.1 # 44
AP75 49.2 # 45
APS 27.0 # 41
APM 46.6 # 52
APL 53.4 # 57

Methods used in the Paper