Instance Segmentation on OrgaSegment (test)
47.6mAPSA-SSL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SA-SSLRatio=10%, Backbone=Mask-RCNN2026.01 | 47.6 | 84.8 | 65.7 | 69.2 | |
| PAISRatio=10%, Backbone=Mask-RCNN2026.01 | 46.3 | 82.7 | 63.8 | 68.1 | |
| NBRatio=10%, Backbone=Mask-RCNN2026.01 | 46.1 | 82.5 | 63.6 | 67 | |
| SA-SSLRatio=5%, Backbone=Mask-RCNN2026.01 | 45.6 | 83.5 | 63.7 | 66.6 | |
| STRatio=10%, Backbone=Mask-RCNN2026.01 | 45.5 | 82.8 | 63.5 | 66.9 | |
| PTRatio=10%, Backbone=Center-Mask2026.01 | 44.9 | 81.8 | 63.2 | 66.7 | |
| PAISRatio=5%, Backbone=Mask-RCNN2026.01 | 43.4 | 79.2 | 59.6 | 63.9 | |
| NBRatio=5%, Backbone=Mask-RCNN2026.01 | 43.3 | 78.8 | 59.3 | 62.9 | |
| STRatio=5%, Backbone=Mask-RCNN2026.01 | 42.5 | 78.5 | 59.1 | 62.6 | |
| PTRatio=5%, Backbone=Center-Mask2026.01 | 42.1 | 78.5 | 59 | 62.6 | |
| SA-SSLRatio=1%, Backbone=Mask-RCNN2026.01 | 41.6 | 79.7 | 59.8 | 58.6 | |
| SA-SSLRatio=2%, Backbone=Mask-RCNN2026.01 | 41.6 | 82.9 | 61.9 | 64.8 | |
| NBRatio=2%, Backbone=Mask-RCNN2026.01 | 39 | 78.3 | 57.2 | 60.8 | |
| PAISRatio=2%, Backbone=Mask-RCNN2026.01 | 39 | 78.6 | 57.4 | 61.8 | |
| PAISRatio=1%, Backbone=Mask-RCNN2026.01 | 38.6 | 75.5 | 55.2 | 55.8 | |
| NBRatio=1%, Backbone=Mask-RCNN2026.01 | 38.5 | 75.1 | 54.9 | 55 | |
| STRatio=2%, Backbone=Mask-RCNN2026.01 | 38.2 | 77.9 | 56.9 | 60.5 | |
| STRatio=1%, Backbone=Mask-RCNN2026.01 | 37.8 | 74.8 | 54.6 | 54.7 | |
| PTRatio=2%, Backbone=Center-Mask2026.01 | 37.8 | 77.9 | 56.8 | 60.5 | |
| PTRatio=1%, Backbone=Center-Mask2026.01 | 37.4 | 74.8 | 54.6 | 54.7 | |
| GDRatio=10%, Backbone=MaskFormer2026.01 | 32.6 | 67.9 | 45.1 | 53.8 | |
| GDRatio=5%, Backbone=MaskFormer2026.01 | 29.5 | 64.2 | 40.4 | 49.4 | |
| GDRatio=2%, Backbone=MaskFormer2026.01 | 26.3 | 63.8 | 38.8 | 47.7 | |
| GDRatio=1%, Backbone=MaskFormer2026.01 | 25.9 | 61.2 | 37.1 | 42.9 |