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ResearchFormerly WizWand

Instance Segmentation on SUNRGB-D (test)

63.61PQPanopticNDT (EMSANet-R34-NBt1D)
61.238861.854462.4763.0856Jun 8, 2023Jun 26, 2023Jul 14, 2023Aug 1, 2023Aug 19, 2023Sep 6, 2023Sep 24, 2023
Updated 8mo ago

Evaluation results

MethodLinks
PanopticNDT (EMSANet-R34-NBt1D)Protocol=Fine-tuning, LR=0.002, Selection=Best in run2023.0963.61
PanopticNDT (EMSANet-R34-NBt1D)Protocol=Fine-tuning, LR=0.002, Selection=Best on SUNRGB-D2023.0963.4
EMSANetBackbone=2x ResNet1012023.0662.96
PanopticNDT (EMSANet-R34-NBt1D)Protocol=Application network, LR=0.0005, Selection=Best in run2023.0962.12
EMSAFormerBackbone=SwinV2-T-128, Augmentation Strategy=Multi-Aug, Decoder Configuration=Sem(SegFormer)2023.0661.78
EMSAFormerBackbone=SwinV2-T-128, Augmentation Strategy=Multi-Aug2023.0661.6
EMSANetBackbone=2x ResNet34-NBt1D2023.0661.48
PanopticNDT (EMSANet-R34-NBt1D)Protocol=Application network, LR=0.0005, Selection=Best on SUNRGB-D2023.0961.33