Instance Segmentation on COCO Person category (val)
61.7APVariant 2
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Variant 2Backbone=ResNet-101-FPN, Protocol=TTG2022.12 | 61.7 | — | — | — | — | — | — | — | — | — | — | — | |
| Variant 2Backbone=ResNet-50-FPN, Protocol=TTG2022.12 | 60.8 | — | — | — | — | — | — | — | — | — | — | — | |
| Pose2SegBackbone=ResNet-50-FPN2022.12 | 55.5 | — | — | — | — | — | — | — | — | — | — | — | |
| CondInstBackbone=ResNet-50-FPN2022.12 | 54.8 | — | — | — | — | — | — | — | — | — | — | — | |
| Mask-RCNNBackbone=ResNet-50-FPN2022.12 | 53.2 | — | — | — | — | — | — | — | — | — | — | — | |
| YOLACTBackbone=ResNet-101-FPN2022.12 | 50.2 | — | — | — | — | — | — | — | — | — | — | — | |
| Mask-RCNNBackbone=ResNet-101-FPN2018.03 | 45.5 | 79.8 | 47.2 | 23.9 | 51.1 | 61.1 | 16.9 | 47.7 | 53 | 35 | 59.6 | 72.1 | |
| PersonLabBackbone=ResNet152, Scale=mscale, Proposals=1002018.03 | 42.9 | 71.1 | 46.7 | 23.5 | 51.1 | 62.3 | 17 | 46 | 53.9 | 34.6 | 61.2 | 74.1 | |
| PersonLabBackbone=ResNet152, Scale=mscale, Proposals=202018.03 | 41.8 | 68.8 | 45.5 | 21.9 | 49.7 | 62.1 | 17 | 46 | 49.7 | 28.4 | 57.3 | 73 | |
| PersonLabBackbone=ResNet101, Scale=mscale, Proposals=202018.03 | 41.4 | 68.4 | 44.7 | 21.3 | 49.2 | 62.1 | 17 | 45.4 | 49.2 | 27.8 | 56.6 | 72.8 | |
| PersonLabBackbone=ResNet152, Scale=1-scale, Proposals=202018.03 | 38.7 | 66.7 | 40.6 | 16.9 | 48.3 | 59.5 | 16.3 | 42.3 | 44.6 | 21.3 | 53.9 | 68.6 | |
| PersonLabBackbone=ResNet101, Scale=1-scale, Proposals=202018.03 | 38.2 | 66.1 | 39.7 | 16.4 | 47.6 | 59.2 | 16.2 | 41.6 | 43.9 | 20.4 | 53.2 | 68.1 |