Instance Segmentation on VOC 2012 (test)
70.2AP @ IoU=0.50Mask R-CNN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Mask R-CNNSupervision=Mask, Backbone=R-101, MRCNN refinement=false2023.12 | 70.2 | 79.6 | 45.3 | |
| Mask R-CNNSupervision=Mask, Backbone=R-50, MRCNN refinement=false2023.12 | 68.8 | 78 | 43.3 | |
| SAPNetSupervision=Point, Backbone=R-101, MRCNN refinement=false2023.12 | 64.8 | 76.5 | 40.8 | |
| DiscoBoxSupervision=Box, Backbone=R-101, MRCNN refinement=false2023.12 | 62.2 | 72.8 | 37.5 | |
| BoxInstSupervision=Box, Backbone=R-101, MRCNN refinement=false2023.12 | 61.4 | — | 37 | |
| AttnshiftSupervision=Point, Backbone=Vit-S, MRCNN refinement=true2023.12 | 57.1 | 70.3 | 30.4 | |
| BESTIESupervision=Point, Backbone=HRNet, MRCNN refinement=true2023.12 | 56.1 | 66.4 | 30.2 | |
| AttnshiftSupervision=Point, Backbone=Vit-S, MRCNN refinement=false2023.12 | 54.4 | 68.3 | 25.4 | |
| BESTIESupervision=Image, Backbone=HRNet, MRCNN refinement=true2023.12 | 51 | 61.2 | 26.6 | |
| IRNetSupervision=Image, Backbone=R-50, MRCNN refinement=false2023.12 | 46.7 | — | 23.5 | |
| BESTIESupervision=Point, Backbone=HRNet, MRCNN refinement=false2023.12 | 46.7 | 58.6 | 26.3 | |
| WISE-NetSupervision=Point, Backbone=R-50, MRCNN refinement=false2023.12 | 43 | 53.5 | 25.9 | |
| BESTIESupervision=Image, Backbone=HRNet, MRCNN refinement=false2023.12 | 41.7 | 53.5 | 24.2 |