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ResearchFormerly WizWand

Instance Segmentation on COCO 49 (val)

41APAPro
20.30425.67731.0536.423Oct 16, 2023
Updated 8mo ago

Evaluation results

MethodLinks
AProFramework=Mask2Former, Backbone=Swin-L, #Epoch=502023.104168.341.9
AProFramework=Mask2Former, Backbone=ResNet-101, #Epoch=502023.103863.638.7
AProFramework=Mask2Former, Backbone=ResNet-50, #Epoch=502023.1036.16236.7
AProFramework=Mask2Former, Backbone=ResNet-50, #Epoch=122023.1034.457.735.3
AProFramework=SOLOv2, Backbone=ResNet-101, #Epoch=362023.1034.35735.3
Pairwise LossFramework=Mask2Former, Backbone=ResNet-50, #Epoch=122023.1033.857.134
TreeEnergy LossFramework=Mask2Former, Backbone=ResNet-50, #Epoch=122023.1033.556.733.7
CRF LossFramework=Mask2Former, Backbone=ResNet-50, #Epoch=122023.1033.557.533.8
AProFramework=SOLOv2, Backbone=ResNet-50, #Epoch=362023.1032.955.233.6
CRF LossFramework=SOLOv2, Backbone=ResNet-50, #Epoch=362023.1032.554.933.2
Pairwise LossFramework=SOLOv2, Backbone=ResNet-50, #Epoch=362023.1032.454.533.4
AProFramework=SOLOv2, Backbone=ResNet-50, #Epoch=122023.103253.432.9
BoxInstBackbone=ResNet-50, #Epoch=362023.1031.854.432.5
DiscoBoxBackbone=ResNet-50, #Epoch=362023.1031.452.632.2
BoxLevelsetBackbone=ResNet-50, #Epoch=362023.1031.453.731.8
TreeEnergy LossFramework=SOLOv2, Backbone=ResNet-50, #Epoch=362023.1031.45431.2
Pairwise LossFramework=SOLOv2, Backbone=ResNet-50, #Epoch=122023.103152.831.5
TreeEnergy LossFramework=SOLOv2, Backbone=ResNet-50, #Epoch=122023.1030.952.931.3
CRF LossFramework=SOLOv2, Backbone=ResNet-50, #Epoch=122023.1030.953.131.4
BBTPBackbone=ResNet-101, #Epoch=122023.1021.145.517.2