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部分结果展示

不同基准方法的 MAE 结果

result1

result2

不同基准方法重建效果

result2 result2 result2 result2
System Groundtruth KInterpolation (MAE=2.6400) GInterpolation (MAE=2.4279)
result2 result2 result2
PR (MAE=3.1794) RFR (MAE=2.0980) GPR (MAE=2.4213)
result2 result2 result2
SVR (MAE=4.0458) MLP-P (MAE=2.1286) RBM (MAE=3.0837)
result2 result2 result2
DBN (MAE=3.0509) MLP-V (MAE=0.2904) CNP (MAE=0.5159)
result2 result2 result2
Transformer (MAE=0.3706) FCN-1 (MAE=0.0589) FCN-2 (MAE=0.0318)
result2 result2 result2
Transformer FCN-3 (MAE=0.2535) UNet (MAE=0.0592) FPN-ResNet18 (MAE=1.4762)
result2 result2
SegNet-AlexNet (MAE=0.5667) GCN (MAE=0.9942)