Semantic Segmentation on MFNet daytime (test)
55mIoUSigma (VMamba-S)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Sigma (VMamba-S)Modal=RGB-T2024.04 | 55 | — | |
| Sigma (VMamba-T)Modal=RGB-T2024.04 | 54.1 | — | |
| Sigma (VMamba-B)Modal=RGB-T2024.04 | 54.1 | — | |
| CMX (MiT-B4)Modal=RGB-T2024.04 | 52.5 | — | |
| CMX (MiT-B2)Modal=RGB-T2024.04 | 51.3 | — | |
| SegFormer-B4Modal=RGB2024.04 | 49.4 | — | |
| GMNetModal=RGB-T2024.04 | 49 | — | |
| SegFormer-B2Modal=RGB2024.04 | 48.6 | — | |
| FuseSegModal=RGB-T2024.04 | 47.8 | — | |
| FuseSeg21Type=RGB-T2022.10 | 47.8 | 62.1 | |
| HRNet19Type=RGB2022.10 | 46.7 | 64.7 | |
| ABMDRNet21Type=RGB-T2022.10 | 46.7 | 58.4 | |
| DANet19Type=RGB2022.10 | 46.3 | 61 | |
| HRNet19Type=RGB-T2022.10 | 46.1 | 54.4 | |
| RTFNetModal=RGB-T2024.04 | 45.8 | — | |
| RTFNet15219Type=RGB-T2022.10 | 45.8 | 60 | |
| MLFNet21Type=RGB-T2022.10 | 45.6 | — | |
| LASNetType=RGB-T2022.10 | 45.2 | 73.3 | |
| BiSeNetModal=RGB2024.04 | 44.8 | — | |
| RTFNet5019Type=RGB-T2022.10 | 44.4 | 57.3 | |
| D-CNN18Type=RGB-D2022.10 | 42.4 | 50.6 | |
| ACNet19Type=RGB-D2022.10 | 41.6 | 60.7 | |
| FuseNetModal=RGB-T2024.04 | 41 | — | |
| FuseNet16Type=RGB-D2022.10 | 41 | 49.5 | |
| FRRNModal=RGB2024.04 | 40 | — | |
| DFNModal=RGB2024.04 | 38 | — | |
| SA-Gate20Type=RGB-D2022.10 | 37.9 | 49.3 | |
| DANet19Type=RGB-T2022.10 | 37.5 | 50.9 | |
| MFNetModal=RGB-T2024.04 | 36.1 | — | |
| MFNet17Type=RGB-T2022.10 | 36.1 | 42.6 |