部分结果展示
不同基准方法的 MAE 结果
不同基准方法重建效果
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System | Groundtruth | KInterpolation (MAE=2.6400) | GInterpolation (MAE=2.4279) |
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PR (MAE=3.1794) | RFR (MAE=2.0980) | GPR (MAE=2.4213) |
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SVR (MAE=4.0458) | MLP-P (MAE=2.1286) | RBM (MAE=3.0837) |
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DBN (MAE=3.0509) | MLP-V (MAE=0.2904) | CNP (MAE=0.5159) |
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Transformer (MAE=0.3706) | FCN-1 (MAE=0.0589) | FCN-2 (MAE=0.0318) |
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Transformer FCN-3 (MAE=0.2535) | UNet (MAE=0.0592) | FPN-ResNet18 (MAE=1.4762) |
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SegNet-AlexNet (MAE=0.5667) | GCN (MAE=0.9942) |