Metric: mIoU (Real) (higher is better)
| # | Model↕ | mIoU (Real)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | CMNeXt (RGB-LF8) | 83.22 | No | Delivering Arbitrary-Modal Semantic Segmentation | 2023-03-02 | Code |
| 2 | CMNeXt (RGB-LF80) | 83.11 | No | Delivering Arbitrary-Modal Semantic Segmentation | 2023-03-02 | Code |
| 3 | CMNeXt (RGB-LF33) | 82.62 | No | Delivering Arbitrary-Modal Semantic Segmentation | 2023-03-02 | Code |
| 4 | SegFormer | 82.2 | No | SegFormer: Simple and Efficient Design for Seman... | 2021-05-31 | Code |
| 5 | OCR (HRNetV2-W48) | 78.6 | No | U-Net: Convolutional Networks for Biomedical Ima... | 2015-05-18 | Code |
| 6 | SETR (ViT-Large) | 77.74 | No | Rethinking Semantic Segmentation from a Sequence... | 2020-12-31 | Code |
| 7 | TMANet | 77.14 | No | Temporal Memory Attention for Video Semantic Seg... | 2021-02-17 | Code |
| 8 | TDNet (ResNet-50) | 76.48 | No | Temporally Distributed Networks for Fast Video S... | 2020-04-03 | Code |
| 9 | PSPNet | 76.34 | No | Pyramid Scene Parsing Network | 2016-12-04 | Code |
| 10 | DeepLabV3+ (ResNet-101) | 76.27 | No | Encoder-Decoder with Atrous Separable Convolutio... | 2018-02-07 | Code |
| 11 | DAVSS | 75.91 | No | Video Semantic Segmentation with Distortion-Awar... | 2020-06-18 | Code |