Semantic Segmentation on DSTL (test)
90.3IoUCBC-SLP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CBC-SLPModality Availability=Full2026.04 | 90.3 | 91.6 | |
| CBC-SLPModality Availability=SWIR missing2026.04 | 90.2 | 91.6 | |
| CBC-SLPModality Availability=RGB missing2026.04 | 90.1 | 91.5 | |
| CBC-SLPModality Availability=NIR only2026.04 | 89.6 | 91 | |
| CBC-SLPModality Availability=NIR missing2026.04 | 89.3 | 90.7 | |
| M3LModality Availability=SWIR missing2026.04 | 88.8 | 90.3 | |
| M3LModality Availability=Full2026.04 | 88.7 | 90.2 | |
| MMANetModality Availability=SWIR missing2026.04 | 87.9 | 89.2 | |
| M3LModality Availability=RGB missing2026.04 | 87.8 | 89.5 | |
| M3LModality Availability=NIR only2026.04 | 87.6 | 89.3 | |
| MMANetModality Availability=Full2026.04 | 87.6 | 88.9 | |
| CBC-SLPModality Availability=RGB only2026.04 | 87.6 | 88.7 | |
| MMANetModality Availability=RGB missing2026.04 | 87.5 | 88.8 | |
| M3LModality Availability=RGB only2026.04 | 87.4 | 88.5 | |
| MMANetModality Availability=NIR only2026.04 | 87.3 | 88.7 | |
| M3LModality Availability=NIR missing2026.04 | 87.1 | 88.5 | |
| MMANetModality Availability=NIR missing2026.04 | 86.5 | 87.5 | |
| MMANetModality Availability=RGB only2026.04 | 86.5 | 87.5 | |
| CBC-SLPModality Availability=SWIR only2026.04 | 86.5 | 87.9 | |
| MultiSenseSegModality Availability=Full2026.04 | 86.3 | 87.5 | |
| CMNeXtModality Availability=Full2026.04 | 86.2 | 87.2 | |
| CMNeXtModality Availability=RGB missing2026.04 | 86.2 | 87.2 | |
| CMNeXtModality Availability=SWIR missing2026.04 | 86.2 | 87.2 | |
| MultiSenseSegModality Availability=NIR missing2026.04 | 86 | 87.2 | |
| CMXModality Availability=Full2026.04 | 86 | 86.9 | |
| CMXModality Availability=NIR missing2026.04 | 85.9 | 86.8 | |
| MultiSenseSegModality Availability=SWIR missing2026.04 | 85.8 | 87.1 | |
| Dformerv2-SModality Availability=RGB missing2026.04 | 85.8 | 86.8 | |
| Dformerv2-SModality Availability=NIR only2026.04 | 85.7 | 86.7 | |
| Dformerv2-SModality Availability=Full2026.04 | 85.6 | 86.5 | |
| MultiSenseSegModality Availability=RGB missing2026.04 | 85.5 | 86.8 | |
| CMNeXtModality Availability=NIR missing2026.04 | 85.5 | 86.4 | |
| Dformerv2-SModality Availability=NIR missing2026.04 | 85.5 | 86.5 | |
| Dformerv2-SModality Availability=SWIR missing2026.04 | 85.5 | 86.2 | |
| CMXModality Availability=RGB only2026.04 | 85.4 | 86.3 | |
| Dformerv2-SModality Availability=RGB only2026.04 | 85.4 | 86.2 | |
| CMXModality Availability=RGB missing2026.04 | 85.3 | 86.2 | |
| CMXModality Availability=SWIR missing2026.04 | 85.3 | 86.2 | |
| CMNeXtModality Availability=NIR only2026.04 | 85.3 | 86.4 | |
| Dformerv2-SModality Availability=SWIR only2026.04 | 85.3 | 86.4 | |
| CMNeXtModality Availability=SWIR only2026.04 | 85.2 | 86.6 | |
| MMANetModality Availability=SWIR only2026.04 | 85.1 | 86.2 | |
| MultiSenseSegModality Availability=SWIR only2026.04 | 85 | 86.2 | |
| CFFormerModality Availability=RGB missing2026.04 | 85 | 86 | |
| MultiSenseSegModality Availability=RGB only2026.04 | 84.9 | 86.2 | |
| CFFormerModality Availability=Full2026.04 | 84.9 | 85.8 | |
| CMXModality Availability=SWIR only2026.04 | 84.9 | 85.9 | |
| M3LModality Availability=SWIR only2026.04 | 84.9 | 86.5 | |
| CFFormerModality Availability=NIR missing2026.04 | 84.7 | 85.6 | |
| CFFormerModality Availability=SWIR only2026.04 | 84.4 | 85.4 | |
| CMNeXtModality Availability=RGB only2026.04 | 84.3 | 85.2 | |
| MultiSenseSegModality Availability=NIR only2026.04 | 83.6 | 84.9 | |
| CFFormerModality Availability=SWIR missing2026.04 | 82.4 | 83.4 | |
| CFFormerModality Availability=NIR only2026.04 | 82 | 83 | |
| CFFormerModality Availability=RGB only2026.04 | 81.6 | 82.3 | |
| CMXModality Availability=NIR only2026.04 | 80.6 | 81.5 |