Metric: IoU (higher is better)
| # | Model↕ | IoU▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | CMNeXt | 73.12 | No | Delivering Arbitrary-Modal Semantic Segmentation | 2023-03-02 | Code |
| 2 | CMX | 72.85 | No | CMX: Cross-Modal Fusion for RGB-X Semantic Segme... | 2022-03-09 | Code |
| 3 | CMMPNet | 72.29 | No | Aerial Images Meet Crowdsourced Trajectories: A ... | 2021-11-30 | - |
| 4 | SA-Gate | 72.21 | No | Bi-directional Cross-Modality Feature Propagatio... | 2020-07-17 | Code |
| 5 | Sun et al. | 71.79 | No | Leveraging Crowdsourced GPS Data for Road Extrac... | 2019-05-04 | - |
| 6 | D-LinkNet | 70.2 | No | - | - | Code |