Semantic Segmentation on Stanford2D3D (Area 5b)
45.73mIoUTrans4Trans-M
Evaluation Results
| Method | Links | |
|---|---|---|
| Trans4Trans-MEncoder=PVT-M [67], Decoder=TPM / Single-head, GFLOPs=34.38, MParams=43.652021.08 | 45.73 | |
| Trans4Trans-MEncoder=PVT-M [67], Decoder=TPM / Dual-head, GFLOPs=35.17, MParams=44.042021.08 | 45.15 | |
| Trans4Trans-SEncoder=PVT-S [67], Decoder=TPM / Single-head, GFLOPs=19.92, MParams=23.952021.08 | 44.47 | |
| Trans4Trans-SEncoder=PVT-S [67], Decoder=TPM / Dual-head, GFLOPs=20.69, MParams=24.342021.08 | 43.45 | |
| Trans2Seg-MEncoder=PVT-M [67], Decoder=Transformer [24], GFLOPs=49.00, MParams=56.202021.08 | 42.49 | |
| Trans2Seg-SEncoder=PVT-S [67], Decoder=Transformer [24], GFLOPs=19.58, MParams=24.362021.08 | 41.89 | |
| Trans4Trans-TEncoder=PVT-T [67], Decoder=TPM / Single-head, GFLOPs=10.45, MParams=12.712021.08 | 41.28 | |
| Trans2Seg-TEncoder=PVT-T [67], Decoder=Transformer [24], GFLOPs=10.16, MParams=13.112021.08 | 41 | |
| Trans4Trans-TEncoder=PVT-T [67], Decoder=TPM / Dual-head, GFLOPs=11.22, MParams=13.102021.08 | 40.44 |