Instance Segmentation on COCO 49 (val)
41APAPro
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| AProFramework=Mask2Former, Backbone=Swin-L, #Epoch=502023.10 | 41 | 68.3 | 41.9 | |
| AProFramework=Mask2Former, Backbone=ResNet-101, #Epoch=502023.10 | 38 | 63.6 | 38.7 | |
| AProFramework=Mask2Former, Backbone=ResNet-50, #Epoch=502023.10 | 36.1 | 62 | 36.7 | |
| AProFramework=Mask2Former, Backbone=ResNet-50, #Epoch=122023.10 | 34.4 | 57.7 | 35.3 | |
| AProFramework=SOLOv2, Backbone=ResNet-101, #Epoch=362023.10 | 34.3 | 57 | 35.3 | |
| Pairwise LossFramework=Mask2Former, Backbone=ResNet-50, #Epoch=122023.10 | 33.8 | 57.1 | 34 | |
| TreeEnergy LossFramework=Mask2Former, Backbone=ResNet-50, #Epoch=122023.10 | 33.5 | 56.7 | 33.7 | |
| CRF LossFramework=Mask2Former, Backbone=ResNet-50, #Epoch=122023.10 | 33.5 | 57.5 | 33.8 | |
| AProFramework=SOLOv2, Backbone=ResNet-50, #Epoch=362023.10 | 32.9 | 55.2 | 33.6 | |
| CRF LossFramework=SOLOv2, Backbone=ResNet-50, #Epoch=362023.10 | 32.5 | 54.9 | 33.2 | |
| Pairwise LossFramework=SOLOv2, Backbone=ResNet-50, #Epoch=362023.10 | 32.4 | 54.5 | 33.4 | |
| AProFramework=SOLOv2, Backbone=ResNet-50, #Epoch=122023.10 | 32 | 53.4 | 32.9 | |
| BoxInstBackbone=ResNet-50, #Epoch=362023.10 | 31.8 | 54.4 | 32.5 | |
| DiscoBoxBackbone=ResNet-50, #Epoch=362023.10 | 31.4 | 52.6 | 32.2 | |
| BoxLevelsetBackbone=ResNet-50, #Epoch=362023.10 | 31.4 | 53.7 | 31.8 | |
| TreeEnergy LossFramework=SOLOv2, Backbone=ResNet-50, #Epoch=362023.10 | 31.4 | 54 | 31.2 | |
| Pairwise LossFramework=SOLOv2, Backbone=ResNet-50, #Epoch=122023.10 | 31 | 52.8 | 31.5 | |
| TreeEnergy LossFramework=SOLOv2, Backbone=ResNet-50, #Epoch=122023.10 | 30.9 | 52.9 | 31.3 | |
| CRF LossFramework=SOLOv2, Backbone=ResNet-50, #Epoch=122023.10 | 30.9 | 53.1 | 31.4 | |
| BBTPBackbone=ResNet-101, #Epoch=122023.10 | 21.1 | 45.5 | 17.2 |