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ResearchFormerly WizWand

Instance Segmentation on ADE20K 15 (val)

37.8APOneFormer
34.05635.0283636.972Nov 10, 2022
Updated 8mo ago

Evaluation results

MethodLinks
OneFormerBackbone=Swin-L, #Params=219M, Crop Size=1280x1280, Extra Data=false, Training Protocol=Joint Training2022.1137.8
OneFormerBackbone=Swin-L, #Params=219M, Crop Size=896x896, Extra Data=false, Training Protocol=Joint Training2022.1137.6
OneFormerBackbone=DINAT-L, #Params=223M, Crop Size=1280x1280, Extra Data=false, Training Protocol=Joint Training2022.1137.1
OneFormerBackbone=DINAT-L, #Params=223M, Crop Size=896x896, Extra Data=false, Training Protocol=Joint Training2022.1136.8
OneFormerBackbone=ConvNeXt-XL, #Params=372M, Crop Size=640x640, Extra Data=false, Training Protocol=Joint Training2022.1136.3
OneFormerBackbone=ConvNeXt-L, #Params=220M, Crop Size=640x640, Extra Data=false, Training Protocol=Joint Training2022.1136.2
OneFormerBackbone=DINAT-L, #Params=223M, Crop Size=640x640, Extra Data=false, Training Protocol=Joint Training2022.1136
OneFormerBackbone=Swin-L, #Params=219M, Crop Size=640x640, Extra Data=false, Training Protocol=Joint Training2022.1135.9
Mask2Former-InstanceBackbone=Swin-L, #Params=216M, Crop Size=640x640, Extra Data=false, Training Protocol=Individual Training2022.1134.9
Mask2Former-PanopticBackbone=Swin-L, #Params=216M, Crop Size=640x640, Extra Data=false, Training Protocol=Individual Training2022.1134.2