Instance Segmentation on COCO 2017 (train/val)
36.9AP (Mask)SMoG
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SMoGModel=Mask R-CNN, Backbone=ResNet-50-FPN, Evaluation Protocol=fine-tuning2022.07 | 36.9 | 58.7 | 39.3 | |
| Truncated-TripletArchitecture=Mask R-CNN2021.11 | 36.2 | — | — | |
| SCEArchitecture=Mask R-CNN2021.11 | 36 | — | — | |
| MoCoV2Model=Mask R-CNN, Backbone=ResNet-50-FPN, Evaluation Protocol=fine-tuning2022.07 | 35.8 | 56.9 | 38.4 | |
| BYOLModel=Mask R-CNN, Backbone=ResNet-50-FPN, Evaluation Protocol=fine-tuning2022.07 | 35.8 | 56.8 | 38.5 | |
| MoCoArchitecture=Mask R-CNN2021.11 | 35.5 | — | — | |
| MoCov2Architecture=Mask R-CNN2021.11 | 35.5 | — | — | |
| SupervisedModel=Mask R-CNN, Backbone=ResNet-50-FPN, Evaluation Protocol=fine-tuning2022.07 | 35.4 | 56.5 | 38.1 | |
| SwAVModel=Mask R-CNN, Backbone=ResNet-50-FPN, Evaluation Protocol=fine-tuning2022.07 | 35.4 | 57 | 37.7 | |
| DC-v2Model=Mask R-CNN, Backbone=ResNet-50-FPN, Evaluation Protocol=fine-tuning2022.07 | 35.4 | 56.7 | 38 | |
| BYOLArchitecture=Mask R-CNN2021.11 | 35.1 | — | — | |
| Relative-LocArchitecture=Mask R-CNN2021.11 | 35 | — | — | |
| Rotation-PredArchitecture=Mask R-CNN2021.11 | 34.9 | — | — | |
| SupervisedArchitecture=Mask R-CNN2021.11 | 34.7 | — | — | |
| SimCLRArchitecture=Mask R-CNN2021.11 | 34.6 | — | — | |
| NPIDArchitecture=Mask R-CNN2021.11 | 34.5 | — | — | |
| Barlow TwinsModel=Mask R-CNN, Backbone=ResNet-50-FPN, Evaluation Protocol=fine-tuning2022.07 | 34.3 | 55.4 | 36.5 | |
| InsDisModel=Mask R-CNN, Backbone=ResNet-50-FPN, Evaluation Protocol=fine-tuning2022.07 | 34.1 | 54.6 | 36.4 | |
| PIRLModel=Mask R-CNN, Backbone=ResNet-50-FPN, Evaluation Protocol=fine-tuning2022.07 | 34 | 54.6 | 36.2 | |
| RandomArchitecture=Mask R-CNN2021.11 | 31.4 | — | — | |
| Rand InitModel=Mask R-CNN, Backbone=ResNet-50-FPN, Evaluation Protocol=fine-tuning2022.07 | 28.5 | 46.8 | 30.4 |