List your company
ResearchFormerly WizWand

Semantic Segmentation on Stanford2D3D fold-1 (Area 5a and 5b)

45.73mIoUTrans4Trans-M
40.228441.656743.08544.5133Jul 7, 2021
Updated 8mo ago

Evaluation results

MethodLinks
Trans4Trans-MEncoder=PVT-M [63], Decoder=TPM / Single-head, GFLOPs=34.38, MParams=43.65, Input Size=512x5122021.0745.73
Trans4Trans-MEncoder=PVT-M [63], Decoder=TPM / Dual-head, GFLOPs=35.17, MParams=44.04, Input Size=512x5122021.0745.15
Trans4Trans-SEncoder=PVT-S [63], Decoder=TPM / Single-head, GFLOPs=19.92, MParams=23.95, Input Size=512x5122021.0744.47
Trans2Seg-SEncoder=R50 [24], Decoder=Transformer [70], GFLOPs=40.98, MParams=30.53, Input Size=512x5122021.0743.83
Trans4Trans-SEncoder=PVT-S [63], Decoder=TPM / Dual-head, GFLOPs=20.69, MParams=24.34, Input Size=512x5122021.0743.45
Trans2Seg-TEncoder=R34 [24], Decoder=Transformer [70], GFLOPs=30.26, MParams=27.98, Input Size=512x5122021.0742.91
PVT-MEncoder=PVT-M [63], Decoder=Transformer [70], GFLOPs=49, MParams=56.2, Input Size=512x5122021.0742.49
Trans2Seg-TEncoder=R18 [24], Decoder=Transformer [70], GFLOPs=16.96, MParams=17.87, Input Size=512x5122021.0742.07
PVT-SEncoder=PVT-S [63], Decoder=Transformer [70], GFLOPs=19.58, MParams=24.36, Input Size=512x5122021.0741.89
Trans4Trans-TEncoder=PVT-T [63], Decoder=TPM / Single-head, GFLOPs=10.45, MParams=12.71, Input Size=512x5122021.0741.28
PVT-TEncoder=PVT-T [63], Decoder=Transformer [70], GFLOPs=10.16, MParams=13.11, Input Size=512x5122021.0741
Trans4Trans-TEncoder=PVT-T [63], Decoder=TPM / Dual-head, GFLOPs=11.22, MParams=13.1, Input Size=512x5122021.0740.44