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Box Supervised Instance Segmentation On Coco

Metrics

mask AP

Results

Performance results of various models on this benchmark

Model Name
mask AP
Paper TitleRepository
BoxCaseg30.9Weakly-supervised Instance Segmentation via Class-agnostic Learning with Salient Images-
Box2Mask-T42.4Box2Mask: Box-supervised Instance Segmentation via Level-set Evolution
BBAM25.7BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation
BBTP21.1Weakly Supervised Instance Segmentation using the Bounding Box Tightness Prior
BoxInst35.0BoxInst: High-Performance Instance Segmentation with Box Annotations
DiscoBox37.9DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision-
BoxTeacher40.0BoxTeacher: Exploring High-Quality Pseudo Labels for Weakly Supervised Instance Segmentation
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