Instance Segmentation on MSCOCO (minival)
40.7AP segmMask R-CNN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Mask R-CNNBackbone=Conformer-S/16, Input size=(1120, 800), #Params=56.9 M, GFLOPs=457.72021.05 | 40.7 | 24.4 | 44.3 | 55.1 | |
| Mask R-CNNBackbone=Conformer-S/32, Input size=(1344, 800), #Params=58.1 M, GFLOPs=341.42021.05 | 39.7 | 23.5 | 42.8 | 53.2 | |
| Mask R-CNNBackbone=ResNet-101†, Input size=(1333, 800), #Params=63.2 M, GFLOPs=348.82021.05 | 36.1 | 18.8 | 39.7 | 49.5 | |
| Mask R-CNNBackbone=ResNet-50†, Input size=(1333, 800), #Params=44.2 M, GFLOPs=268.92021.05 | 34.7 | 18.3 | 37.4 | 47.2 |