Metric: Mean IoU (higher is better)
| # | Model↕ | Mean IoU▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SERNet-Former | 84.62 | No | SERNet-Former: Semantic Segmentation by Efficien... | 2024-01-28 | Code |
| 2 | SIW | 83.7 | No | Scaling up Multi-domain Semantic Segmentation wi... | 2022-02-04 | - |
| 3 | DSNet-Base | 83.32 | No | DSNet: A Novel Way to Use Atrous Convolutions in... | 2024-06-06 | Code |
| 4 | RTFormer-Base | 82.5 | No | RTFormer: Efficient Design for Real-Time Semanti... | 2022-10-13 | Code |
| 5 | DeepLabV3Plus + SDCNetAug | 81.7 | Yes | Improving Semantic Segmentation via Video Propag... | 2018-12-04 | Code |
| 6 | ETC-Mobile | 76.3 | No | Efficient Semantic Video Segmentation with Per-f... | 2020-02-26 | Code |
| 7 | VideoGCRF | 75.2 | No | Deep Spatio-Temporal Random Fields for Efficient... | 2018-07-03 | - |
| 8 | DenseDecoder | 70.9 | No | - | - | - |
| 9 | EDANet | 66.4 | No | Efficient Dense Modules of Asymmetric Convolutio... | 2018-09-17 | Code |
| 10 | LMDNet | 63.5 | No | Efficient Road Lane Marking Detection with Deep ... | 2018-09-11 | - |