Semantic Segmentation on Hunan (test)
65.9mIoUCBC-SLP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CBC-SLPModality Availability=Full, Training Setting=Random modality dropout2026.04 | 65.9 | 74.3 | |
| CBC-SLPModality Availability=DEM missing, Training Setting=Random modality dropout2026.04 | 65.2 | 73.7 | |
| CMXModality Availability=Full, Training Setting=Random modality dropout2026.04 | 65.1 | 73.3 | |
| MMANetModality Availability=Full, Training Setting=Random modality dropout2026.04 | 65 | 73.2 | |
| MMANetModality Availability=DEM missing, Training Setting=Random modality dropout2026.04 | 64.7 | 73.1 | |
| CBC-SLPModality Availability=SAR missing, Training Setting=Random modality dropout2026.04 | 64 | 72.7 | |
| CMXModality Availability=DEM missing, Training Setting=Random modality dropout2026.04 | 63.9 | 72.3 | |
| CMXModality Availability=SAR missing, Training Setting=Random modality dropout2026.04 | 62.5 | 70.5 | |
| CFFormerModality Availability=Full, Training Setting=Random modality dropout2026.04 | 62.2 | 69.8 | |
| M3LModality Availability=SAR missing, Training Setting=Random modality dropout2026.04 | 61.8 | 69.7 | |
| MMANetModality Availability=SAR missing, Training Setting=Random modality dropout2026.04 | 61.7 | 70.1 | |
| CBC-SLPModality Availability=MSI only, Training Setting=Random modality dropout2026.04 | 61.6 | 70.4 | |
| MultiSenseSegModality Availability=Full, Training Setting=Random modality dropout2026.04 | 61.4 | 69.8 | |
| CFFormerModality Availability=SAR missing, Training Setting=Random modality dropout2026.04 | 61.2 | 68.8 | |
| Dformerv2-SModality Availability=Full, Training Setting=Random modality dropout2026.04 | 61.2 | 69.4 | |
| MultiSenseSegModality Availability=SAR missing, Training Setting=Random modality dropout2026.04 | 61.1 | 68.9 | |
| CFFormerModality Availability=DEM missing, Training Setting=Random modality dropout2026.04 | 61.1 | 68.7 | |
| CMNeXtModality Availability=Full, Training Setting=Random modality dropout2026.04 | 60.8 | 68.7 | |
| CFFormerModality Availability=MSI only, Training Setting=Random modality dropout2026.04 | 60.7 | 68.2 | |
| CMNeXtModality Availability=DEM missing, Training Setting=Random modality dropout2026.04 | 60.5 | 68.4 | |
| M3LModality Availability=Full, Training Setting=Random modality dropout2026.04 | 60.3 | 68.7 | |
| MMANetModality Availability=MSI only, Training Setting=Random modality dropout2026.04 | 60.3 | 69.3 | |
| Dformerv2-SModality Availability=SAR missing, Training Setting=Random modality dropout2026.04 | 60 | 68.3 | |
| MultiSenseSegModality Availability=DEM missing, Training Setting=Random modality dropout2026.04 | 59.9 | 69.2 | |
| CMXModality Availability=MSI only, Training Setting=Random modality dropout2026.04 | 59.9 | 68.3 | |
| Dformerv2-SModality Availability=DEM missing, Training Setting=Random modality dropout2026.04 | 59.7 | 67.7 | |
| M3LModality Availability=MSI only, Training Setting=Random modality dropout2026.04 | 59.6 | 68.4 | |
| Dformerv2-SModality Availability=MSI only, Training Setting=Random modality dropout2026.04 | 58.7 | 66.7 | |
| CBC-SLPModality Availability=MSI missing, Training Setting=Random modality dropout2026.04 | 58.5 | 66 | |
| CFFormerModality Availability=MSI missing, Training Setting=Random modality dropout2026.04 | 58.2 | 67 | |
| M3LModality Availability=DEM missing, Training Setting=Random modality dropout2026.04 | 58.1 | 66.9 | |
| CMNeXtModality Availability=SAR missing, Training Setting=Random modality dropout2026.04 | 58 | 65.4 | |
| CMNeXtModality Availability=MSI only, Training Setting=Random modality dropout2026.04 | 57.6 | 65 | |
| MultiSenseSegModality Availability=MSI only, Training Setting=Random modality dropout2026.04 | 57.3 | 65.8 | |
| MMANetModality Availability=MSI missing, Training Setting=Random modality dropout2026.04 | 57.2 | 66.1 | |
| CBC-SLPModality Availability=SAR only, Training Setting=Random modality dropout2026.04 | 56.9 | 66.8 | |
| MMANetModality Availability=SAR only, Training Setting=Random modality dropout2026.04 | 55.7 | 64.4 | |
| M3LModality Availability=DEM only, Training Setting=Random modality dropout2026.04 | 55.6 | 63.4 | |
| CMXModality Availability=MSI missing, Training Setting=Random modality dropout2026.04 | 55.5 | 64.4 | |
| MultiSenseSegModality Availability=MSI missing, Training Setting=Random modality dropout2026.04 | 55.4 | 64 | |
| M3LModality Availability=MSI missing, Training Setting=Random modality dropout2026.04 | 54.2 | 62.9 | |
| CFFormerModality Availability=DEM only, Training Setting=Random modality dropout2026.04 | 53.4 | 61.6 | |
| Dformerv2-SModality Availability=MSI missing, Training Setting=Random modality dropout2026.04 | 52.9 | 60.7 | |
| Dformerv2-SModality Availability=SAR only, Training Setting=Random modality dropout2026.04 | 52.7 | 60.7 | |
| MMANetModality Availability=DEM only, Training Setting=Random modality dropout2026.04 | 52.6 | 60.9 | |
| CMNeXtModality Availability=MSI missing, Training Setting=Random modality dropout2026.04 | 52.3 | 61.2 | |
| MultiSenseSegModality Availability=DEM only, Training Setting=Random modality dropout2026.04 | 51.9 | 59.2 | |
| CMNeXtModality Availability=SAR only, Training Setting=Random modality dropout2026.04 | 51.8 | 61.8 | |
| CBC-SLPModality Availability=DEM only, Training Setting=Random modality dropout2026.04 | 51 | 60 | |
| MultiSenseSegModality Availability=SAR only, Training Setting=Random modality dropout2026.04 | 50.9 | 61.8 | |
| CMXModality Availability=DEM only, Training Setting=Random modality dropout2026.04 | 50.9 | 59.8 | |
| Dformerv2-SModality Availability=DEM only, Training Setting=Random modality dropout2026.04 | 50.4 | 58.2 | |
| CFFormerModality Availability=SAR only, Training Setting=Random modality dropout2026.04 | 50 | 60.7 | |
| M3LModality Availability=SAR only, Training Setting=Random modality dropout2026.04 | 48.9 | 58.5 | |
| CMXModality Availability=SAR only, Training Setting=Random modality dropout2026.04 | 47.6 | 58 | |
| CMNeXtModality Availability=DEM only, Training Setting=Random modality dropout2026.04 | 44.2 | 51.9 |