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Awesome Box-supervised Instance Segmentation.

NOTE: If I miss some paper, plese feel free to submit a Pull Request.

2023

Methods Publication Supervision paper code dataset
BoxSnake ICCV2023 Box paper code COCO, Cityscapes
SIM CVPR2023 Box paper code COCO, VOC
BoxTeacher CVPR2023 Box paper code COCO, VOC, Cityscapes
Mask Auto-Labeler CVPR2023 Box paper code COCO, LVIS

2022

Methods Publication Supervision paper code dataset
Box2Mask ArXiv2022 Box paper code COCO, VOC, iSAID, LiTS
AsyInst ArXiv2022 Box paper - Cityscapes, iSAID
Zhang et al. PR2022 Box/Scribble paper - COCO, VOC
BoxLevelSet ECCV2022 Box paper code COCO, VOC, iSAID, etc

2021

Methods Publication Supervision paper code dataset
DiscoBox ICCV2021 Box paper code COCO,VOC
BoxInst CVPR2021 Box paper code COCO,VOC
BBAM CVPR2021 Box paper code COCO, VOC
BoxCaseg CVPR2021 Box+Sailency paper code COCO, VOC
A^2GNN TPAMI2021 Box paper code COCO, VOC

2020

Methods Publication Supervision paper code dataset
Arun et al. ECCV2020 Box paper - VOC
Sun et al. IEEE Acess2020 Box paper - VOC

2019

Methods Publication Supervision paper code dataset
BBTP NIPS2019 Box paper code COCO,VOC

2017

Methods Publication Supervision paper code dataset
SDI CVPR2017 Box paper code VOC

Related Paper

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Methods Publication Supervision paper code dataset
Point2Mask ICCV2023 point paper code Pascal VOC, COCO
PSPS ECCV2022 point paper code Pascal VOC, COCO
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Methods Publication Supervision paper code dataset
AttentionShift CVPR2023 point paper code Pascal VOC, COCO
BESTIE CVPR2022 point paper code Pascal VOC, COCO
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Methods Publication Supervision paper code dataset
BoxVIS ArXiv2023 box paper Code YouTube-VIS, OVIS
MaskfreeVIS CVPR2023 box paper Code YouTube-VIS, OVIS, BDD100K MOTS
  • Instance segmentation with box+points supervision
Methods Publication Supervision paper code dataset
LWSIS AAAI2023 Box+ points for LiDAR paper code nuInsSeg(based nuScenes)
APIS ECCV2022 Box+7/10Points paper code COCO
PointSup CVPR2022 Box+10Points paper code COCO
  • Rotate object detection with the genenral horizontal box supervision
Methods Publication Supervision paper code dataset
H2RBox-v2 ArXiv horizontal box paper code DOTA, HRSC, FAIR1M
H2RBox ICLR2023 horizontal box paper code DOTA, DIOR
  • Instance segmentation with image-level supervision
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EM-Paste ArXiv2022 image-level paper - COCO,VOC

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