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ResearchFormerly WizWand

Semantic Segmentation on LLRGBD synthetic (test)

68.76mIoUSMMCL (Ours)
61.511263.393165.27567.1569Aug 23, 2023
Updated 8mo ago

Evaluation results

MethodLinks
SMMCL (Ours)Backbone=SegNeXt-B, SMMCL=true2023.0868.76
SMMCL (Ours)Backbone=SegFormer-B2, SMMCL=true2023.0867.77
CMXBackbone=SegFormer-B2, re-implementation=true2023.0866.52
BaseBackbone=SegNeXt-B, SMMCL=false2023.0866.02
BaseBackbone=SegFormer-B2, SMMCL=false2023.0865.69
TokenFusionBackbone=SegFormer-B2, re-implementation=true2023.0864.75
SMMCL (Ours)Backbone=ResNet-101, SMMCL=true2023.0864.4
ShapeConvBackbone=ResNeXt-101, multi-scale=true, re-implementation=true2023.0863.26
BaseBackbone=ResNet-101, SMMCL=false2023.0862.73
CENBackbone=ResNet-101, re-implementation=true2023.0862.15
SA-GateBackbone=ResNet-1012023.0861.79