Semantic Segmentation on CCR
84.88mIoUCarboFormer
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CarboFormerAux Head=true, Neck=false, FLOPs=11.39G, Params=5.07M, FPS=84.682025.05 | 84.88 | 91.13 | 91.9 | |
| Swin-TAux Head=true, Neck=true, FLOPs=260.00G, Params=80.27M, FPS=30.612025.05 | 83.97 | 89.07 | 91.12 | |
| SegFormer-B0Aux Head=false, Neck=false, FLOPs=7.92G, Params=3.72M, FPS=121.062025.05 | 83.36 | 90.44 | 90.76 | |
| SegNeXtAux Head=false, Neck=false, FLOPs=6.45G, Params=4.26M, FPS=110.322025.05 | 82.55 | 87.91 | 90.18 | |
| DeepLabv3+Aux Head=true, Neck=false, FLOPs=270.00G, Params=65.74M, FPS=88.642025.05 | 81.14 | 83.77 | 89.41 | |
| BiseNetV2Aux Head=true, Neck=false, FLOPs=12.36G, Params=3.36M, FPS=161.392025.05 | 74.94 | 83.18 | 85.24 | |
| DDRNetAux Head=false, Neck=false, FLOPs=4.56G, Params=5.73M, FPS=162.102025.05 | 73.43 | 81.11 | 84.25 | |
| FastSCNNAux Head=true, Neck=true, FLOPs=0.94G, Params=1.40M, FPS=237.852025.05 | 50.15 | 60.31 | 65.52 |