SOLOv2: Dynamic, Faster and Stronger

23 Mar 2020Xinlong WangRufeng ZhangTao KongLei LiChunhua Shen

In this work, we aim at building a simple, direct, and fast instance segmentation framework with strong performance. We follow the principle of the SOLO method of Wang et al. "SOLO: segmenting objects by locations"... (read more)

PDF Abstract

Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT LEADERBOARD
Instance Segmentation COCO test-dev SOLOv2(Res-DCN-101-FPN) mask AP 41.7 # 6
AP50 63.2 # 5
AP75 45.1 # 5
APS 18.0 # 11
APM 45.0 # 4
APL 61.6 # 1

Methods used in the Paper