Instance Segmentation on COCO non-asterisked 2017 (test-dev)
51.8APUNINEXT
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| UNINEXTBackbone=ViT-H2023.03 | 51.8 | 76.2 | 56.7 | 33.3 | 55.9 | 67.5 | |
| UNINEXTBackbone=ConvNeXt-L2023.03 | 49.6 | 73.4 | 54.3 | 30.4 | 53.6 | 65.7 | |
| QueryInstBackbone=Swin-L2023.03 | 49.1 | 74.2 | 53.8 | 31.5 | 51.8 | 63.2 | |
| Cascade Mask R-CNNBackbone=ConvNeXt-L2023.03 | 47.6 | 71.3 | 51.7 | — | — | — | |
| UNINEXTBackbone=ResNet-502023.03 | 44.9 | 67 | 48.9 | 26.3 | 48.5 | 59 | |
| QueryInstBackbone=ResNet-502023.03 | 40.6 | 63 | 44 | 23.4 | 42.5 | 52.8 | |
| HTCBackbone=ResNet-502023.03 | 39.7 | 61.4 | 43.1 | 22.6 | 42.2 | 50.6 | |
| SOLOv2Backbone=ResNet-502023.03 | 38.8 | 59.9 | 41.7 | 16.5 | 41.7 | 56.2 | |
| CondInstBackbone=ResNet-502023.03 | 38.6 | 60.2 | 41.4 | 20.6 | 41 | 51.1 | |
| Cascade Mask R-CNNBackbone=ResNet-502023.03 | 38.6 | 60 | 41.7 | 21.7 | 40.8 | 49.6 |