Semantic Video Segmentation on Cityscapes (test)
79.4mIoUTD2-PSP50
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TD2-PSP50Speed (ms/f)=178, Max Latency (ms)=1782020.04 | 79.4 | — | |
| PSPNet101Speed (ms/f)=360, Max Latency (ms)=3602020.04 | 79.2 | — | |
| CFFM++Backbone=MiT-B1, Params (M)=15.92022.04 | 75.7 | 20.4 | |
| PEARLSpeed (ms/f)=800, Max Latency (ms)=8002020.04 | 75.2 | — | |
| CFFMBackbone=MiT-B1, Params (M)=15.42022.04 | 75.1 | 23.6 | |
| TD4-Bise18Speed (ms/f)=212020.04 | 74.9 | — | |
| TD4-Bise18Speed (ms/f)=212020.04 | 74.9 | — | |
| CFFM++Backbone=MiT-B0, Params (M)=5.12022.04 | 74.3 | 28.8 | |
| SegFormerBackbone=MiT-B1, Params (M)=13.82022.04 | 74.1 | 46.8 | |
| CFFMBackbone=MiT-B0, Params (M)=4.62022.04 | 74 | 34.2 | |
| BiseNet* 18Speed (ms/f)=202020.04 | 73.5 | — | |
| BiseNet* 18Speed (ms/f)=202020.04 | 73.5 | — | |
| GRFP(5)Speed (ms/f)=255, Max Latency (ms)=2552020.04 | 72.9 | — | |
| AccelBackbone=ResNet-1012022.04 | 72.1 | 3.6 | |
| SegFormerBackbone=MiT-B0, Params (M)=3.72022.04 | 71.9 | 58.5 | |
| ETCBackbone=ResNet-18, Params (M)=13.22022.04 | 71.1 | 9.5 | |
| DVSNBackbone=ResNet-1012022.04 | 70.3 | 19.8 | |
| PSPNetBackbone=MobileNetV2, Params (M)=13.72022.04 | 70.2 | 11.2 | |
| ICNetSpeed (ms/f)=202020.04 | 69.5 | — | |
| ICNetSpeed (ms/f)=202020.04 | 69.5 | — | |
| GRFPBackbone=ResNet-1012022.04 | 69.4 | 3.2 | |
| DFFBackbone=ResNet-1012022.04 | 68.7 | 9.7 | |
| CCBackbone=VGG-162022.04 | 67.7 | 16.5 | |
| FCNBackbone=MobileNetV2, Params (M)=9.82022.04 | 61.5 | 14.2 |