SOLOv2: Dynamic and Fast Instance Segmentation

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 NeurIPS 2020 PDF NeurIPS 2020 Abstract
TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
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 # 12
APM 45.0 # 4
APL 61.6 # 1

Methods used in the Paper