Semantic Segmentation on Stanford2D3D-Panoramic (SPan) v1 (Averaged 3 Folds)
54.1mIoUTrans4PASS+
Evaluation Results
| Method | Links | |
|---|---|---|
| Trans4PASS+Input=RGB, Backbone=Small, Multi-Scale=true, Supervision=Supervised2022.07 | 54.1 | |
| Trans4PASS+Input=RGB, Size=Small, Multi-Scale=true, Supervision=Supervised2022.07 | 54.1 | |
| Trans4PASS-SInput=RGB, Supervision=Supervised, multi-scale=true2022.03 | 53 | |
| Trans4PASS+Input=RGB, Backbone=Tiny, Supervision=Supervised2022.07 | 53 | |
| Trans4PASSInput=RGB, Backbone=Small, Multi-Scale=true, Supervision=Supervised2022.07 | 53 | |
| Trans4PASSInput=RGB, Size=Small, Multi-Scale=true, Supervision=Supervised2022.07 | 53 | |
| Trans4PASS+Input=RGB, MPA=true, Multi-Scale=true, Supervision=UDA2022.07 | 52.3 | |
| Trans4PASS+Input=RGB, Supervision=UDA, Adaptation=MPA, Multi-Scale=true2022.07 | 52.3 | |
| Trans4PASS-SInput=RGB, Supervision=Supervised2022.03 | 52.1 | |
| Trans4PASSInput=RGB, Backbone=Small, Supervision=Supervised2022.07 | 52.1 | |
| Trans4PASSInput=RGB, Size=Small, Supervision=Supervised2022.07 | 52.1 | |
| HoHoNetInput=RGB, Backbone=ResNet-101, Supervision=Supervised2022.03 | 52 | |
| HoHoNetInput=RGB, Backbone=ResNet-1012022.07 | 52 | |
| HoHoNetInput=RGB, Backbone=ResNet-101, Supervision=Supervised2022.07 | 52 | |
| Trans4PASS-SInput=RGB, Supervision=UDA, Adaptation=MPA, multi-scale=true2022.03 | 51.2 | |
| Trans4PASSInput=RGB, MPA=true, Multi-Scale=true, Supervision=UDA2022.07 | 51.2 | |
| Trans4PASSInput=RGB, Supervision=UDA, Adaptation=MPA, Multi-Scale=true2022.07 | 51.2 | |
| Trans4PASS-SInput=RGB, Supervision=UDA, Adaptation=MPA2022.03 | 50.8 | |
| Trans4PASSInput=RGB, MPA=true, Supervision=UDA2022.07 | 50.8 | |
| Trans4PASSInput=RGB, Supervision=UDA, Adaptation=MPA2022.07 | 50.8 | |
| Trans4PASS-SInput=RGB, Supervision=UDA, mode=Source only2022.03 | 48.1 | |
| Trans4PASSInput=RGB, Mode=Source only, Supervision=UDA2022.07 | 48.1 | |
| Trans4PASSInput=RGB, Supervision=UDA, Mode=Source only2022.07 | 48.1 | |
| TangentInput=RGB, Backbone=ResNet-101, Supervision=Supervised2022.03 | 45.6 | |
| TangentInput=RGB, Backbone=ResNet-1012022.07 | 45.6 | |
| TangentInput=RGB, Backbone=ResNet-101, Supervision=Supervised2022.07 | 45.6 | |
| HexRUNetInput=RGB-D, Supervision=Supervised2022.03 | 43.3 | |
| HexRUNetInput=RGB-D2022.07 | 43.3 | |
| HexRUNetInput=RGB-D, Supervision=Supervised2022.07 | 43.3 | |
| GaugeNetInput=RGB-D, Supervision=Supervised2022.03 | 39.4 | |
| GaugeNetInput=RGB-D2022.07 | 39.4 | |
| GaugeNetInput=RGB-D, Supervision=Supervised2022.07 | 39.4 | |
| UGSCNNInput=RGB-D, Supervision=Supervised2022.03 | 38.3 | |
| UGSCNNInput=RGB-D2022.07 | 38.3 | |
| UGSCNNInput=RGB-D, Supervision=Supervised2022.07 | 38.3 | |
| UNetInput=RGB-D, Supervision=Supervised2022.03 | 35.9 | |
| DistConvInput=RGB, Supervision=Supervised2022.03 | 34.6 | |
| CubeMapInput=RGB, Supervision=Supervised2022.03 | 33.8 | |
| StdConvInput=RGB, Supervision=Supervised2022.03 | 32.6 |