Metric: mIoU (higher is better)
| # | Model↕ | mIoU▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SERNet-Former | 87.35 | No | SERNet-Former: Semantic Segmentation by Efficien... | 2024-01-28 | Code |
| 2 | TMANet-50 | 80.3 | No | Temporal Memory Attention for Video Semantic Seg... | 2021-02-17 | Code |
| 3 | TDNet-50 [9] | 79.9 | No | Temporally Distributed Networks for Fast Video S... | 2020-04-03 | Code |
| 4 | DeltaDist-DDRNet-39 | 79.9 | No | Delta Distillation for Efficient Video Processing | 2022-03-17 | Code |
| 5 | PSPNet-101 [20] | 79.7 | No | Pyramid Scene Parsing Network | 2016-12-04 | Code |
| 6 | PSPNet-50 [20] | 78.1 | No | Pyramid Scene Parsing Network | 2016-12-04 | Code |
| 7 | LVS [12] | 76.8 | No | Low-Latency Video Semantic Segmentation | 2018-04-02 | - |
| 8 | GRFP [15] | 73.6 | No | Semantic Video Segmentation by Gated Recurrent F... | 2016-12-28 | - |
| 9 | FCN-50 [14] | 70.1 | No | Fully Convolutional Networks for Semantic Segmen... | 2016-05-20 | Code |
| 10 | DFF [22] | 69.2 | No | Deep Feature Flow for Video Recognition | 2016-11-23 | Code |