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| Model | Backbone | Style | Lr schd | Number of Proposals | Multi-Scale| RandomCrop | box AP | mask AP | Config | Download |
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| :------------:| :---------:| :-------:| :-------:| :-------: | :-------: | :---------:| :------:| :------:| :------:| :--------:|
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- | QueryInst | R-50-FPN | pytorch | 1x | 100 | False | False | 42.0 | 37.5 | [ config] ( https://github.com/open-mmlab/mmdetection/tree/master/configs/queryinst/queryinst_r50_fpn_1x_coco.py ) | [ model] ( ) | ; [ log] ( ) |
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- | QueryInst | R-50-FPN | pytorch | 3x | 100 | True | False | 44.8 | 39.8 | [ config] ( https://github.com/open-mmlab/mmdetection/tree/master/configs/queryinst/queryinst_r50_fpn_mstrain_480-800_3x_coco.py ) | [ model] ( ) | ; [ log] ( ) |
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- | QueryInst | R-50-FPN | pytorch | 3x | 300 | True | True | 47.5 | 41.7 | [ config] ( https://github.com/open-mmlab/mmdetection/tree/master/configs/queryinst/queryinst_r50_fpn_300_proposals_crop_mstrain_480-800_3x_coco.py ) | [ model] ( ) | ; [ log] ( ) |
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- | QueryInst | R-101-FPN | pytorch | 3x | 100 | True | False | 46.4 | 41.0 | [ config] ( https://github.com/open-mmlab/mmdetection/tree/master/configs/queryinst/queryinst_r101_fpn_mstrain_480-800_3x_coco.py ) | [ model] ( ) | ; [ log] ( ) |
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- | QueryInst | R-101-FPN | pytorch | 3x | 300 | True | True | 49.0 | 42.9 | [ config] ( https://github.com/open-mmlab/mmdetection/tree/master/configs/queryinst/queryinst_r101_fpn_300_proposals_crop_mstrain_480-800_3x_coco.py ) | [ model] ( ) | ; [ log] ( ) |
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+ | QueryInst | R-50-FPN | pytorch | 1x | 100 | False | False | 42.0 | 37.5 | [ config] ( https://github.com/open-mmlab/mmdetection/tree/master/configs/queryinst/queryinst_r50_fpn_1x_coco.py ) | [ model] ( https://download.openmmlab.com/mmdetection/v2.0/queryinst/queryinst_r50_fpn_1x_coco/queryinst_r50_fpn_1x_coco_20210907_084916-5a8f1998.pth ) | ; [ log] ( https://download.openmmlab.com/mmdetection/v2.0/queryinst/queryinst_r50_fpn_1x_coco/queryinst_r50_fpn_1x_coco_20210907_084916.log.json ) |
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+ | QueryInst | R-50-FPN | pytorch | 3x | 100 | True | False | 44.8 | 39.8 | [ config] ( https://github.com/open-mmlab/mmdetection/tree/master/configs/queryinst/queryinst_r50_fpn_mstrain_480-800_3x_coco.py ) | [ model] ( https://download.openmmlab.com/mmdetection/v2.0/queryinst/queryinst_r50_fpn_mstrain_480-800_3x_coco/queryinst_r50_fpn_mstrain_480-800_3x_coco_20210901_103643-7837af86.pth ) | ; [ log] ( https://download.openmmlab.com/mmdetection/v2.0/queryinst/queryinst_r50_fpn_mstrain_480-800_3x_coco/queryinst_r50_fpn_mstrain_480-800_3x_coco_20210901_103643.log.json ) |
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+ | QueryInst | R-50-FPN | pytorch | 3x | 300 | True | True | 47.5 | 41.7 | [ config] ( https://github.com/open-mmlab/mmdetection/tree/master/configs/queryinst/queryinst_r50_fpn_300_proposals_crop_mstrain_480-800_3x_coco.py ) | [ model] ( https://download.openmmlab.com/mmdetection/v2.0/queryinst/queryinst_r50_fpn_300_proposals_crop_mstrain_480-800_3x_coco/queryinst_r50_fpn_300_proposals_crop_mstrain_480-800_3x_coco_20210904_101802-85cffbd8.pth ) | ; [ log] ( https://download.openmmlab.com/mmdetection/v2.0/queryinst/queryinst_r50_fpn_300_proposals_crop_mstrain_480-800_3x_coco/queryinst_r50_fpn_300_proposals_crop_mstrain_480-800_3x_coco_20210904_101802.log.json ) |
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+ | QueryInst | R-101-FPN | pytorch | 3x | 100 | True | False | 46.4 | 41.0 | [ config] ( https://github.com/open-mmlab/mmdetection/tree/master/configs/queryinst/queryinst_r101_fpn_mstrain_480-800_3x_coco.py ) | [ model] ( https://download.openmmlab.com/mmdetection/v2.0/queryinst/queryinst_r101_fpn_mstrain_480-800_3x_coco/queryinst_r101_fpn_mstrain_480-800_3x_coco_20210904_104048-91f9995b.pth ) | ; [ log] ( https://download.openmmlab.com/mmdetection/v2.0/queryinst/queryinst_r101_fpn_mstrain_480-800_3x_coco/queryinst_r101_fpn_mstrain_480-800_3x_coco_20210904_104048.log.json ) |
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+ | QueryInst | R-101-FPN | pytorch | 3x | 300 | True | True | 49.0 | 42.9 | [ config] ( https://github.com/open-mmlab/mmdetection/tree/master/configs/queryinst/queryinst_r101_fpn_300_proposals_crop_mstrain_480-800_3x_coco.py ) | [ model] ( https://download.openmmlab.com/mmdetection/v2.0/queryinst/queryinst_r101_fpn_300_proposals_crop_mstrain_480-800_3x_coco/queryinst_r101_fpn_300_proposals_crop_mstrain_480-800_3x_coco_20210904_153621-76cce59f.pth ) | ; [ log] ( https://download.openmmlab.com/mmdetection/v2.0/queryinst/queryinst_r101_fpn_300_proposals_crop_mstrain_480-800_3x_coco/queryinst_r101_fpn_300_proposals_crop_mstrain_480-800_3x_coco_20210904_153621.log.json ) |
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Dataset : COCO
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Metrics :
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mask AP : 37.5
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- Weights :
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+ Weights : https://download.openmmlab.com/mmdetection/v2.0/queryinst/queryinst_r50_fpn_1x_coco/queryinst_r50_fpn_1x_coco_20210907_084916-5a8f1998.pth
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- Name : queryinst_r50_fpn_mstrain_480-800_3x_coco
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In Collection : QueryInst
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Dataset : COCO
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Metrics :
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mask AP : 39.8
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- Weights :
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+ Weights : https://download.openmmlab.com/mmdetection/v2.0/queryinst/queryinst_r50_fpn_mstrain_480-800_3x_coco/queryinst_r50_fpn_mstrain_480-800_3x_coco_20210901_103643-7837af86.pth
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- Name : queryinst_r50_fpn_300_proposals_crop_mstrain_480-800_3x_coco
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In Collection : QueryInst
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Dataset : COCO
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Metrics :
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mask AP : 41.7
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- Weights :
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+ Weights : https://download.openmmlab.com/mmdetection/v2.0/queryinst/queryinst_r50_fpn_300_proposals_crop_mstrain_480-800_3x_coco/queryinst_r50_fpn_300_proposals_crop_mstrain_480-800_3x_coco_20210904_101802-85cffbd8.pth
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- Name : queryinst_r101_fpn_mstrain_480-800_3x_coco
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In Collection : QueryInst
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Dataset : COCO
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Metrics :
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mask AP : 41.0
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- Weights :
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+ Weights : https://download.openmmlab.com/mmdetection/v2.0/queryinst/queryinst_r101_fpn_mstrain_480-800_3x_coco/queryinst_r101_fpn_mstrain_480-800_3x_coco_20210904_104048-91f9995b.pth
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- Name : queryinst_r101_fpn_300_proposals_crop_mstrain_480-800_3x_coco
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In Collection : QueryInst
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Dataset : COCO
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Metrics :
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mask AP : 42.9
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- Weights :
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+ Weights : https://download.openmmlab.com/mmdetection/v2.0/queryinst/queryinst_r101_fpn_300_proposals_crop_mstrain_480-800_3x_coco/queryinst_r101_fpn_300_proposals_crop_mstrain_480-800_3x_coco_20210904_153621-76cce59f.pth
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