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Box Supervised Instance Segmentation On Coco

Metrics

mask AP

Results

Performance results of various models on this benchmark

		Paper Title	Repository
Box2Mask-T	42.4	Box2Mask: Box-supervised Instance Segmentation via Level-set Evolution
BoxTeacher	40.0	BoxTeacher: Exploring High-Quality Pseudo Labels for Weakly Supervised Instance Segmentation
DiscoBox	37.9	DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision
BoxInst	35.0	BoxInst: High-Performance Instance Segmentation with Box Annotations
BoxCaseg	30.9	Weakly-supervised Instance Segmentation via Class-agnostic Learning with Salient Images	-
BBAM	25.7	BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation
BBTP	21.1	Weakly Supervised Instance Segmentation using the Bounding Box Tightness Prior	-

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Box Supervised Instance Segmentation On Coco | SOTA | HyperAI