Metric: mIoU (higher is better)
| # | Model↕ | mIoU▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MMSFormer (RGB-A-D) | 52.03 | No | MMSFormer: Multimodal Transformer for Material a... | 2023-09-07 | Code |
| 2 | MMSFormer (RGB-A) | 51.3 | No | MMSFormer: Multimodal Transformer for Material a... | 2023-09-07 | Code |
| 3 | ShareCMP (B2 RGB-A-D) | 50.99 | No | ShareCMP: Polarization-Aware RGB-P Semantic Segm... | 2023-12-06 | Code |
| 4 | ShareCMP (B2 RGB-D) | 50.55 | No | ShareCMP: Polarization-Aware RGB-P Semantic Segm... | 2023-12-06 | Code |
| 5 | MMSFormer (RGB) | 50.44 | No | MMSFormer: Multimodal Transformer for Material a... | 2023-09-07 | Code |
| 6 | ShareCMP(B2 RGB-A) | 50.34 | No | ShareCMP: Polarization-Aware RGB-P Semantic Segm... | 2023-12-06 | Code |
| 7 | CMNeXt (B2 RGB-A-D) | 49.48 | No | Delivering Arbitrary-Modal Semantic Segmentation | 2023-03-02 | Code |
| 8 | CMNeXt (B2 RGB-A) | 48.42 | No | Delivering Arbitrary-Modal Semantic Segmentation | 2023-03-02 | Code |