Metric: mIoU (higher is better)
| # | Model↕ | mIoU▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | LMFNet-3 | 85.09 | No | LMFNet: An Efficient Multimodal Fusion Approach ... | 2024-04-21 | - |
| 2 | CMX | 84.63 | No | CMX: Cross-Modal Fusion for RGB-X Semantic Segme... | 2022-03-09 | Code |
| 3 | LMFNet-2 | 84.5 | No | LMFNet: An Efficient Multimodal Fusion Approach ... | 2024-04-21 | - |
| 4 | SA-Gate | 83.62 | No | Bi-directional Cross-Modality Feature Propagatio... | 2020-07-17 | Code |
| 5 | vFuseNet | 83.53 | No | Beyond RGB: Very High Resolution Urban Remote Se... | 2017-11-23 | Code |
| 6 | SegFormer-B2 | 75.14 | No | SegFormer: Simple and Efficient Design for Seman... | 2021-05-31 | Code |
| 7 | UNetFormer | 74.77 | No | UNetFormer: A UNet-like Transformer for Efficien... | 2021-09-18 | Code |
| 8 | SegFormer-B1 | 74.19 | No | SegFormer: Simple and Efficient Design for Seman... | 2021-05-31 | Code |
| 9 | PSNet | 73.12 | No | Pyramid Scene Parsing Network | 2016-12-04 | Code |
| 10 | FPN | 72.51 | No | Feature Pyramid Networks for Object Detection | 2016-12-09 | Code |
| 11 | SegFormer-B0 | 71.8 | No | SegFormer: Simple and Efficient Design for Seman... | 2021-05-31 | Code |