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ResearchFormerly WizWand

Instance Segmentation on MHS (test)

68mIoUMM
33.6842.5951.560.41Apr 5, 2023
Updated 8mo ago

Evaluation results

MethodLinks
MMBackbone=ResNet-50, SFG F.Ext.=ResNet-50, Number of parameters=80M2023.0468
MMBackbone=ResNet-18, SFG F.Ext.=ResNet-18, Number of parameters=44M2023.0463
Linear Layer baselineBackbone=ResNet-18, SFG F.Ext.=Linear Layer, Number of parameters=39M2023.0460
DETRBackbone=ResNet-50, SFG F.Ext.=None (Random Query), Number of parameters=59M2023.0459
DETRBackbone=ResNet-18, SFG F.Ext.=None (Random Query), Number of parameters=33M2023.0456
SpectralFormerBackbone=ResNet-50, SFG F.Ext.=Not Applicable, Number of parameters=84M2023.0441
UPSNet (stuff)Backbone=ResNet-50, SFG F.Ext.=Not Applicable, Number of parameters=69M2023.0438
UPSNet (stuff + things)Backbone=ResNet-50, SFG F.Ext.=Not Applicable, Number of parameters=69M2023.0435