Map Prediction on Map Prediction Simulation Experiment 2 - Static Square
0.7397SSIMsegformer_resnet18
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| segformer_resnet18Head=SegFormer, Backbone=ResNet-182026.02 | 0.7397 | 98.17 | 98.99 | 98.68 | 99.29 | 88.09 | |
| unet_resnet18Head=U-Net, Backbone=ResNet-182026.02 | 0.7387 | 98.41 | 99.12 | 98.87 | 99.37 | 89.81 | |
| segformer_mitb0Head=SegFormer, Backbone=MiT-B02026.02 | 0.7364 | 98.27 | 99.04 | 98.76 | 99.32 | 88.8 | |
| fpn_resnet18Head=FPN, Backbone=ResNet-182026.02 | 0.7362 | 98.1 | 98.95 | 98.6 | 99.3 | 87.3 | |
| upernet_resnet18Head=UPerNet, Backbone=ResNet-182026.02 | 0.736 | 98.2 | 99 | 98.72 | 99.29 | 88.39 | |
| unet_mitb0Head=U-Net, Backbone=MiT-B02026.02 | 0.7358 | 98.58 | 99.21 | 99.01 | 99.42 | 91.03 | |
| upernet_mitb0Head=UPerNet, Backbone=MiT-B02026.02 | 0.734 | 98.37 | 99.09 | 98.97 | 99.22 | 90.73 | |
| fpn_mitb0Head=FPN, Backbone=MiT-B02026.02 | 0.7327 | 98.3 | 99.06 | 98.93 | 99.19 | 90.32 |