Zero-shot super-resolution on E1 (test)
0.107MAEMAgNet[GNN]
Evaluation Results
| Method | Links | |
|---|---|---|
| MAgNet[GNN]Train resolution (nx)=70, Evaluation resolution (n'x)=2002022.10 | 0.107 | |
| MAgNet[CNN]Train resolution (nx)=70, Evaluation resolution (n'x)=2002022.10 | 0.1324 | |
| MAgNet[CNN]Train resolution (nx)=70, Evaluation resolution (n'x)=1002022.10 | 0.1385 | |
| MAgNet[GNN]Train resolution (nx)=70, Evaluation resolution (n'x)=1002022.10 | 0.1398 | |
| MAgNet[GNN]Train resolution (nx)=50, Evaluation resolution (n'x)=2002022.10 | 0.1404 | |
| MPNNTrain resolution (nx)=70, Evaluation resolution (n'x)=502022.10 | 0.1541 | |
| MAgNet[GNN]Train resolution (nx)=50, Evaluation resolution (n'x)=1002022.10 | 0.159 | |
| MAgNet[CNN]Train resolution (nx)=50, Evaluation resolution (n'x)=1002022.10 | 0.1599 | |
| MAgNet[GNN]Train resolution (nx)=70, Evaluation resolution (n'x)=502022.10 | 0.1599 | |
| MPNNTrain resolution (nx)=30, Evaluation resolution (n'x)=502022.10 | 0.1601 | |
| MAgNet[CNN]Train resolution (nx)=50, Evaluation resolution (n'x)=2002022.10 | 0.1629 | |
| MAgNet[CNN]Train resolution (nx)=50, Evaluation resolution (n'x)=502022.10 | 0.163 | |
| MAgNet[CNN]Train resolution (nx)=70, Evaluation resolution (n'x)=502022.10 | 0.1634 | |
| MAgNet[GNN]Train resolution (nx)=50, Evaluation resolution (n'x)=502022.10 | 0.1659 | |
| MAgNet[CNN]Train resolution (nx)=50, Evaluation resolution (n'x)=402022.10 | 0.1869 | |
| MAgNet[GNN]Train resolution (nx)=30, Evaluation resolution (n'x)=2002022.10 | 0.1902 | |
| MAgNet[CNN]Train resolution (nx)=30, Evaluation resolution (n'x)=502022.10 | 0.1934 | |
| MAgNet[GNN]Train resolution (nx)=30, Evaluation resolution (n'x)=1002022.10 | 0.1938 | |
| MAgNet[CNN]Train resolution (nx)=30, Evaluation resolution (n'x)=1002022.10 | 0.2063 | |
| MAgNet[CNN]Train resolution (nx)=30, Evaluation resolution (n'x)=402022.10 | 0.2081 | |
| MAgNet[CNN]Train resolution (nx)=30, Evaluation resolution (n'x)=2002022.10 | 0.215 | |
| MAgNet[GNN]Train resolution (nx)=30, Evaluation resolution (n'x)=502022.10 | 0.223 | |
| MAgNet[CNN]Train resolution (nx)=70, Evaluation resolution (n'x)=402022.10 | 0.2237 | |
| MAgNet[GNN]Train resolution (nx)=50, Evaluation resolution (n'x)=402022.10 | 0.2302 | |
| FNOTrain resolution (nx)=70, Evaluation resolution (n'x)=502022.10 | 0.2341 | |
| MAgNet[GNN]Train resolution (nx)=70, Evaluation resolution (n'x)=402022.10 | 0.24 | |
| MAgNet[GNN]Train resolution (nx)=30, Evaluation resolution (n'x)=402022.10 | 0.2422 | |
| FNOTrain resolution (nx)=30, Evaluation resolution (n'x)=502022.10 | 0.2471 | |
| FNOTrain resolution (nx)=30, Evaluation resolution (n'x)=2002022.10 | 0.2501 | |
| MPNNTrain resolution (nx)=50, Evaluation resolution (n'x)=502022.10 | 0.2521 | |
| FNOTrain resolution (nx)=70, Evaluation resolution (n'x)=1002022.10 | 0.2533 | |
| FNOTrain resolution (nx)=30, Evaluation resolution (n'x)=1002022.10 | 0.2574 | |
| MPNNTrain resolution (nx)=30, Evaluation resolution (n'x)=402022.10 | 0.2602 | |
| FNOTrain resolution (nx)=70, Evaluation resolution (n'x)=2002022.10 | 0.2605 | |
| MPNNTrain resolution (nx)=70, Evaluation resolution (n'x)=402022.10 | 0.2685 | |
| FNOTrain resolution (nx)=30, Evaluation resolution (n'x)=402022.10 | 0.2784 | |
| FNOTrain resolution (nx)=70, Evaluation resolution (n'x)=402022.10 | 0.2798 | |
| MPNNTrain resolution (nx)=50, Evaluation resolution (n'x)=402022.10 | 0.3027 | |
| MPNNTrain resolution (nx)=50, Evaluation resolution (n'x)=1002022.10 | 0.3226 | |
| MPNNTrain resolution (nx)=50, Evaluation resolution (n'x)=2002022.10 | 0.3243 | |
| FNOTrain resolution (nx)=50, Evaluation resolution (n'x)=502022.10 | 0.3324 | |
| MPNNTrain resolution (nx)=70, Evaluation resolution (n'x)=1002022.10 | 0.3403 | |
| MPNNTrain resolution (nx)=30, Evaluation resolution (n'x)=1002022.10 | 0.3451 | |
| MPNNTrain resolution (nx)=70, Evaluation resolution (n'x)=2002022.10 | 0.357 | |
| MPNNTrain resolution (nx)=30, Evaluation resolution (n'x)=2002022.10 | 0.3667 | |
| FNOTrain resolution (nx)=50, Evaluation resolution (n'x)=402022.10 | 0.3797 | |
| FNOTrain resolution (nx)=50, Evaluation resolution (n'x)=2002022.10 | 0.3821 | |
| FNOTrain resolution (nx)=50, Evaluation resolution (n'x)=1002022.10 | 0.3841 |