Multispectral Semantic Segmentation on Potsdam (evaluation set)
91.18OAMeCSAFNet-base
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MeCSAFNet-baseInput Channels=6c, Year=20262026.02 | 91.18 | 84.14 | 91.24 | |
| MeCSAFNet-largeInput Channels=4c, Year=20262026.02 | 91.17 | 84.16 | 91.27 | |
| DSPCANetYear=20212026.02 | 90.13 | 77.66 | 87.19 | |
| DPFE-AFFYear=20242026.02 | 89.7 | 82.8 | 90.5 | |
| SCSNetYear=20252026.02 | 89.43 | — | 90.51 | |
| CMPF-U-NetYear=20242026.02 | 89.17 | 80.23 | — | |
| BAM-UNetYear=20212026.02 | 89.13 | — | 88.59 | |
| MSEONetYear=20252026.02 | 88.68 | 74.51 | 84.17 | |
| GFDNetYear=20252026.02 | 88.41 | 81.08 | 89.42 | |
| ResNet-ASPPYear=20212026.02 | 88.2 | 70.32 | — | |
| HSLabeling + SegFormerYear=20252026.02 | 87.5 | — | 86.83 | |
| CxtHGNetYear=20242026.02 | 87.15 | 70.28 | — | |
| DP-CTNetYear=20252026.02 | 86.32 | 76.36 | — | |
| FGNetYear=20252026.02 | 86.1 | 71.46 | 82.78 | |
| FML-SwinYear=20252026.02 | 85.63 | 78.58 | — | |
| FILNetYear=20252026.02 | 85.35 | 76.12 | — | |
| MSCR-HRNetV2Year=20232026.02 | 85.3 | 75.96 | — | |
| BLASeNetYear=20222026.02 | 79.64 | 62.9 | 75.47 | |
| MAResU-NetYear=20222026.02 | 78.31 | 61.1 | — | |
| AMViewYear=20252026.02 | 76.18 | 66.24 | 77.79 | |
| RegDAYear=20242026.02 | — | 63.12 | — | |
| Swin Transformer + EdgeYear=20252026.02 | — | 72.39 | 83.68 | |
| U-NetFormer + SAMYear=20252026.02 | — | 75.5 | 84.81 |