Semantic Segmentation on Oil Spill Drone (test)
93.42mIoULEMMA
Evaluation results
| Method | Links | |
|---|---|---|
| LEMMAResidual block configurations=6,7,4, #Params (M)=1.012026.03 | 93.42 | |
| GSSNetBackbone=ResNet-502026.03 | 92.66 | |
| UPerNetBackbone=ResNet-50, #Params (M)=302026.03 | 92.33 | |
| DeepLabv3+Backbone=ResNet-50, #Params (M)=402026.03 | 92.23 | |
| GSSNetBackbone=Efficient-Net-b12026.03 | 92.14 | |
| UNetBackbone=ResNet-50, #Params (M)=24.52026.03 | 92.04 | |
| SegformerBackbone=ResNet-50, #Params (M)=62.62026.03 | 92.04 | |
| DeepLabv3Backbone=ResNet-50, #Params (M)=39.62026.03 | 92 | |
| FPNBackbone=ResNet-50, #Params (M)=282026.03 | 91.95 | |
| MANetBackbone=ResNet-50, #Params (M)=262026.03 | 91.92 | |
| UNetBackbone=Efficient-Net-b1, #Params (M)=7.72026.03 | 91.87 | |
| FPNBackbone=Efficient-Net-b1, #Params (M)=7.72026.03 | 91.71 | |
| DeepLabv3Backbone=Efficient-Net-b1, #Params (M)=52026.03 | 91.65 | |
| DeepLabv3+Backbone=Efficient-Net-b1, #Params (M)=52026.03 | 91.33 | |
| MANetBackbone=Efficient-Net-b1, #Params (M)=7.72026.03 | 91.26 | |
| SegformerBackbone=Efficient-Net-b1, #Params (M)=3.72026.03 | 91.2 | |
| LinkNetBackbone=Efficient-Net-b1, #Params (M)=7.72026.03 | 91.08 | |
| UPerNetBackbone=Efficient-Net-b12026.03 | 90.98 | |
| SGDBNetBackbone=ResNet-502026.03 | 90.22 | |
| LinkNetBackbone=ResNet-502026.03 | 90.06 |