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ResearchFormerly WizWand

Semantic Segmentation on Stanford2D3D (Area 5b)

45.73mIoUTrans4Trans-M
40.228441.656743.08544.5133Aug 20, 2021
Updated 8mo ago

Evaluation results

MethodLinks
Trans4Trans-MEncoder=PVT-M [67], Decoder=TPM / Single-head, GFLOPs=34.38, MParams=43.652021.0845.73
Trans4Trans-MEncoder=PVT-M [67], Decoder=TPM / Dual-head, GFLOPs=35.17, MParams=44.042021.0845.15
Trans4Trans-SEncoder=PVT-S [67], Decoder=TPM / Single-head, GFLOPs=19.92, MParams=23.952021.0844.47
Trans4Trans-SEncoder=PVT-S [67], Decoder=TPM / Dual-head, GFLOPs=20.69, MParams=24.342021.0843.45
Trans2Seg-MEncoder=PVT-M [67], Decoder=Transformer [24], GFLOPs=49.00, MParams=56.202021.0842.49
Trans2Seg-SEncoder=PVT-S [67], Decoder=Transformer [24], GFLOPs=19.58, MParams=24.362021.0841.89
Trans4Trans-TEncoder=PVT-T [67], Decoder=TPM / Single-head, GFLOPs=10.45, MParams=12.712021.0841.28
Trans2Seg-TEncoder=PVT-T [67], Decoder=Transformer [24], GFLOPs=10.16, MParams=13.112021.0841
Trans4Trans-TEncoder=PVT-T [67], Decoder=TPM / Dual-head, GFLOPs=11.22, MParams=13.102021.0840.44