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ResearchFormerly WizWand

Instance Segmentation on COCO 2017 (train/val)

36.9AP (Mask)SMoG
28.16430.43232.734.968Nov 29, 2021Jan 5, 2022Feb 12, 2022Mar 22, 2022Apr 28, 2022Jun 5, 2022Jul 13, 2022
Updated 8mo ago

Evaluation results

MethodLinks
SMoGModel=Mask R-CNN, Backbone=ResNet-50-FPN, Evaluation Protocol=fine-tuning2022.0736.958.739.3
Truncated-TripletArchitecture=Mask R-CNN2021.1136.2——
SCEArchitecture=Mask R-CNN2021.1136——
MoCoV2Model=Mask R-CNN, Backbone=ResNet-50-FPN, Evaluation Protocol=fine-tuning2022.0735.856.938.4
BYOLModel=Mask R-CNN, Backbone=ResNet-50-FPN, Evaluation Protocol=fine-tuning2022.0735.856.838.5
MoCoArchitecture=Mask R-CNN2021.1135.5——
MoCov2Architecture=Mask R-CNN2021.1135.5——
SupervisedModel=Mask R-CNN, Backbone=ResNet-50-FPN, Evaluation Protocol=fine-tuning2022.0735.456.538.1
SwAVModel=Mask R-CNN, Backbone=ResNet-50-FPN, Evaluation Protocol=fine-tuning2022.0735.45737.7
DC-v2Model=Mask R-CNN, Backbone=ResNet-50-FPN, Evaluation Protocol=fine-tuning2022.0735.456.738
BYOLArchitecture=Mask R-CNN2021.1135.1——
Relative-LocArchitecture=Mask R-CNN2021.1135——
Rotation-PredArchitecture=Mask R-CNN2021.1134.9——
SupervisedArchitecture=Mask R-CNN2021.1134.7——
SimCLRArchitecture=Mask R-CNN2021.1134.6——
NPIDArchitecture=Mask R-CNN2021.1134.5——
Barlow TwinsModel=Mask R-CNN, Backbone=ResNet-50-FPN, Evaluation Protocol=fine-tuning2022.0734.355.436.5
InsDisModel=Mask R-CNN, Backbone=ResNet-50-FPN, Evaluation Protocol=fine-tuning2022.0734.154.636.4
PIRLModel=Mask R-CNN, Backbone=ResNet-50-FPN, Evaluation Protocol=fine-tuning2022.073454.636.2
RandomArchitecture=Mask R-CNN2021.1131.4——
Rand InitModel=Mask R-CNN, Backbone=ResNet-50-FPN, Evaluation Protocol=fine-tuning2022.0728.546.830.4