paper-with-me

Image-level Supervised Instance Segmentation 벤치마크

Image-level Supervised Instance Segmentation on COCO test-dev

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AP

12 15.47 18.95 22.42 25.9 2018-09 2026-11 Fan et al. — 13.7 (2018-09-01) LIID — 16.0 (2020-09-10) BESTIE (proposal-free) — 14.4 (2021-09-20) CIM + Mask R-CNN — 17.2 (2024-02-12) CIM — 12.0 (2024-02-12) WeakSAM-Mask2Former (with SAM) — 25.9 (2024-02-22) WeakSAM-Mask RCNN (with SAM) — 21.0 (2024-02-22) Fan et al. — 13.7 (2018-09-01) LIID — 16.0 (2020-09-10) CIM + Mask R-CNN — 17.2 (2024-02-12) WeakSAM-Mask2Former (with SAM) — 25.9 (2024-02-22)
RankModel APAP@50AP@75 Extra Training Data PaperCodeYear
1 WeakSAM-Mask2Former (with SAM) 25.939.927.9 WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition hustvl/weaksam 2024
2 WeakSAM-Mask RCNN (with SAM) 21.034.522.2 WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition hustvl/weaksam 2024
3 CIM + Mask R-CNN 17.229.717.3 ✓ Complete Instances Mining for Weakly Supervised Instance Segmentation ZechengLi19/CIM 2024
4 LIID 16.027.116.5 ✓ Leveraging Instance-, Image- and Dataset-Level Information for Weakly Supervised Instance Segmentation yun-liu/LIID 2020
5 BESTIE (proposal-free) 14.428.013.5 Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-Refinement clovaai/BESTIE 2021
6 Fan et al. 13.725.513.5 ✓ Associating Inter-Image Salient Instances for Weakly Supervised Semantic Segmentation 2018
7 CIM 12.023.011.3 ✓ Complete Instances Mining for Weakly Supervised Instance Segmentation ZechengLi19/CIM 2024
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