Instance Segmentation on M-OrgaQuant (test)
82.8mAPSA-SSL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SA-SSLRatio=10%, Backbone=Mask-RCNN2026.01 | 82.8 | 92.4 | 81.6 | 87.7 | |
| SA-SSLRatio=5%, Backbone=Mask-RCNN2026.01 | 81.7 | 90.3 | 79.3 | 85.9 | |
| PAISRatio=10%, Backbone=Mask-RCNN2026.01 | 81.4 | 90.6 | 80 | 86.7 | |
| NBRatio=10%, Backbone=Mask-RCNN2026.01 | 80.9 | 90.6 | 79.9 | 85.3 | |
| SA-SSLRatio=2%, Backbone=Mask-RCNN2026.01 | 80.6 | 90.3 | 78.6 | 85.3 | |
| STRatio=10%, Backbone=Mask-RCNN2026.01 | 80.6 | 91.5 | 80 | 85.6 | |
| PAISRatio=5%, Backbone=Mask-RCNN2026.01 | 79.8 | 88.1 | 77.1 | 84.6 | |
| SA-SSLRatio=1%, Backbone=Mask-RCNN2026.01 | 79.7 | 90.2 | 78.2 | 85.3 | |
| NBRatio=5%, Backbone=Mask-RCNN2026.01 | 79.4 | 87.9 | 76.9 | 83.2 | |
| PTRatio=10%, Backbone=Center-Mask2026.01 | 78.9 | 89.5 | 79.2 | 85.1 | |
| PAISRatio=2%, Backbone=Mask-RCNN2026.01 | 78.7 | 88.1 | 76.5 | 84 | |
| STRatio=5%, Backbone=Mask-RCNN2026.01 | 78.7 | 88.2 | 76.8 | 83.2 | |
| NBRatio=2%, Backbone=Mask-RCNN2026.01 | 78.4 | 87.9 | 76.3 | 82.7 | |
| PAISRatio=1%, Backbone=Mask-RCNN2026.01 | 77.9 | 88 | 76.1 | 84 | |
| STRatio=2%, Backbone=Mask-RCNN2026.01 | 77.7 | 88.2 | 76.2 | 82.7 | |
| NBRatio=1%, Backbone=Mask-RCNN2026.01 | 77.5 | 87.8 | 75.9 | 82.7 | |
| PTRatio=5%, Backbone=Center-Mask2026.01 | 77.4 | 87.2 | 76.4 | 83 | |
| STRatio=1%, Backbone=Mask-RCNN2026.01 | 76.8 | 88.1 | 75.8 | 82.7 | |
| PTRatio=2%, Backbone=Center-Mask2026.01 | 76.3 | 87.2 | 75.7 | 82.4 | |
| PTRatio=1%, Backbone=Center-Mask2026.01 | 75.4 | 87.1 | 75.3 | 82.4 | |
| GDRatio=10%, Backbone=MaskFormer2026.01 | 60.5 | 75.3 | 59.1 | 70.4 | |
| GDRatio=5%, Backbone=MaskFormer2026.01 | 57.5 | 72.4 | 54.9 | 67.3 | |
| GDRatio=2%, Backbone=MaskFormer2026.01 | 56.7 | 72.4 | 54.4 | 66.8 | |
| GDRatio=1%, Backbone=MaskFormer2026.01 | 56 | 72.3 | 54.1 | 66.8 |