Commonality-Parsing Network across Shape and Appearance for Partially Supervised Instance Segmentation

Partially supervised instance segmentation aims to perform learning on limited mask-annotated categories of data thus eliminating expensive and exhaustive mask annotation. The learned models are expected to be generalizable to novel categories... (read more)

PDF Abstract ECCV 2020 PDF ECCV 2020 Abstract
TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Instance Segmentation COCO test-dev CPMask mask AP 39.2 # 16
AP50 60.8 # 11
AP75 42.2 # 10
APS 22.2 # 7
APM 41.8 # 10
APL 50.1 # 14

Methods used in the Paper


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