Map Prediction on Map Prediction Simulation Static Rotation Experiment 1
0.7446SSIMsegformer_resnet18
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| segformer_resnet18Head=SegFormer, Backbone=ResNet-182026.02 | 0.7446 | 97.35 | 98.54 | 97.95 | 99.14 | 81.24 | |
| segformer_mitb0Head=SegFormer, Backbone=MiT-B02026.02 | 0.7425 | 97.55 | 98.65 | 98 | 99.3 | 81.68 | |
| unet_mitb0Head=U-Net, Backbone=MiT-B02026.02 | 0.7415 | 97.7 | 98.73 | 98.29 | 99.17 | 84.43 | |
| fpn_resnet18Head=FPN, Backbone=ResNet-182026.02 | 0.7404 | 97.3 | 98.51 | 98.01 | 99.01 | 81.84 | |
| upernet_resnet18Head=UPerNet, Backbone=ResNet-182026.02 | 0.7397 | 97.44 | 98.59 | 98.16 | 99.02 | 83.24 | |
| unet_resnet18Head=U-Net, Backbone=ResNet-182026.02 | 0.7384 | 97.5 | 98.62 | 98.32 | 98.92 | 84.73 | |
| upernet_mitb0Head=UPerNet, Backbone=MiT-B02026.02 | 0.7367 | 97.49 | 98.61 | 98.32 | 98.9 | 84.75 | |
| fpn_mitb0Head=FPN, Backbone=MiT-B02026.02 | 0.735 | 97.46 | 98.6 | 98.12 | 99.08 | 82.82 |