Semantic Segmentation on UDS merged (test)
78mIoUDeeplabv3+
Evaluation Results
| Method | Links | |
|---|---|---|
| Deeplabv3+Resolution=1024 x 2048, Inference Scale=Single scale, #FPS=3.7, #Params=40.5M2022.07 | 78 | |
| OCRNetResolution=1024 x 2048, Inference Scale=Single scale, #FPS=4.2, #Params=39.0M2022.07 | 77 | |
| EMANetResolution=1024 x 2048, Inference Scale=Single scale, #FPS=4.4, #Params=34.8M2022.07 | 76.8 | |
| SFNetBackbone=ResNet-18, Resolution=1024 x 2048, Inference Scale=Single scale, #FPS=19.4, #Params=12.9M2022.07 | 76.5 | |
| DANetResolution=1024 x 2048, Inference Scale=Single scale, #FPS=3, #Params=48.1M2022.07 | 75.8 | |
| SFNet-LiteBackbone=STDC-2, Resolution=1024 x 2048, Inference Scale=Single scale, #FPS=30.2, #Params=13.7M2022.07 | 75.6 | |
| SFNetBackbone=DF2, Resolution=1024 x 2048, Inference Scale=Single scale, #FPS=37.5, #Params=19.6M2022.07 | 75.5 | |
| SFNet-LiteBackbone=ResNet-18, Resolution=1024 x 2048, Inference Scale=Single scale, #FPS=24.5, #Params=12.3M2022.07 | 75.3 | |
| PSPNetResolution=1024 x 2048, Inference Scale=Single scale, #FPS=5.3, #Params=31.1M2022.07 | 75.2 | |
| STDC2Resolution=1024 x 2048, Inference Scale=Single scale, #FPS=24.5, #Params=16.1M2022.07 | 75.2 | |
| SFNet-LiteBackbone=STDC-1, Resolution=1024 x 2048, Inference Scale=Single scale, #FPS=33.5, #Params=13.7M2022.07 | 74.8 | |
| STDC1Resolution=1024 x 2048, Inference Scale=Single scale, #FPS=30.2, #Params=12.0M2022.07 | 74 | |
| Bi-AlignResolution=1024 x 2048, Inference Scale=Single scale, #FPS=30.1, #Params=19.2M2022.07 | 73.9 | |
| BiSeNet-V1Backbone=ResNet-18, Resolution=1024 x 2048, Inference Scale=Single scale, #FPS=24.5, #Params=12.9M2022.07 | 73.8 | |
| ICNetResolution=1024 x 2048, Inference Scale=Single scale, #FPS=38.5, #Params=26.5M2022.07 | 72.9 | |
| SFNetBackbone=DF1, Resolution=1024 x 2048, Inference Scale=Single scale, #FPS=69.5, #Params=9.0M2022.07 | 71.6 | |
| DF2-SegResolution=1024 x 2048, Inference Scale=Single scale, #FPS=45.1, #Params=18.9M2022.07 | 66.8 | |
| DF1-SegResolution=1024 x 2048, Inference Scale=Single scale, #FPS=75.2, #Params=8.6M2022.07 | 62.6 |