Instance Segmentation on PASCAL VOC 2012 val

Metric: mAP@0.25 (higher is better)

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#	Model↕	mAP@0.25▼	Extra Data	Paper	Date↕	Code
1	WeakSAM-Mask2Former (with SAM)	73.4	No	WeakSAM: Segment Anything Meets Weakly-supervise...	2024-02-22	Code
2	WeakSAM-Mask RCNN (with SAM)	70.3	No	WeakSAM: Segment Anything Meets Weakly-supervise...	2024-02-22	Code
3	CIM + Mask R-CNN	68.7	Yes	Complete Instances Mining for Weakly Supervised ...	2024-02-12	Code
4	CIM + Mask R-CNN	67.8	Yes	Complete Instances Mining for Weakly Supervised ...	2024-02-12	Code
5	BESTIE (proposal-free)	66.4	No	Beyond Semantic to Instance Segmentation: Weakly...	2021-09-20	Code
6	CIM	64.9	Yes	Complete Instances Mining for Weakly Supervised ...	2024-02-12	Code
7	BESTIE (proposal-free)	61.2	No	Beyond Semantic to Instance Segmentation: Weakly...	2021-09-20	Code
8	Arun et al.	59.7	Yes	Weakly Supervised Instance Segmentation by Learn...	2020-07-18	-
9	CL	56.6	Yes	Weakly Supervised Instance Segmentation by Deep ...	2020-01-30	-
10	WISE-Net	53.5	Yes	-	-	-
11	WISE	49.2	Yes	Where are the Masks: Instance Segmentation with ...	2019-07-02	Code
12	Label-PEnet	49.2	Yes	Label-PEnet: Sequential Label Propagation and En...	2019-10-07	-
13	IAM	45.9	Yes	-	-	-
14	PRM	44.3	Yes	Weakly Supervised Instance Segmentation using Cl...	2018-04-03	Code