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ResearchFormerly WizWand

Multimodal Semantic Segmentation on Mcubes

55.9mIoUStitchFusion
37.38842.1944751.806Aug 2, 2024
Updated 8mo ago

Evaluation results

MethodLinks
StitchFusionBackbone=Swin-Large-22k, Additional Strategies=false2024.0855.9
StitchFusionBackbone=MiT-B2 (-B4,-B5), Additional Strategies=false2024.0853.9
MMSFormerBackbone=MiT-B4, Additional Strategies=false2024.0853.1
DFormerBackbone=DFormer-L, Additional Strategies=true2024.0852.4
StitchFusionBackbone=Swin-Tiny-1k (-22k), Additional Strategies=false2024.0852.3
CMNeXtBackbone=MiT-B4 (MiT-B2), Additional Strategies=false2024.0851.5
ShareCMPBackbone=MiT-B2, Additional Strategies=false2024.0850.3
MCubeSNetBackbone=MiT-B4, Additional Strategies=false2024.0842.9
DeepLabV3+Backbone=ResNet-101, Additional Strategies=false2024.0838.1