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ResearchFormerly WizWand

Zero-shot super-resolution on E1 (test)

0.107MAEMAgNet[GNN]
0.0959160.1707330.245550.320367Oct 11, 2022
Updated 8mo ago

Evaluation results

MethodLinks
MAgNet[GNN]Train resolution (nx)=70, Evaluation resolution (n'x)=2002022.100.107
MAgNet[CNN]Train resolution (nx)=70, Evaluation resolution (n'x)=2002022.100.1324
MAgNet[CNN]Train resolution (nx)=70, Evaluation resolution (n'x)=1002022.100.1385
MAgNet[GNN]Train resolution (nx)=70, Evaluation resolution (n'x)=1002022.100.1398
MAgNet[GNN]Train resolution (nx)=50, Evaluation resolution (n'x)=2002022.100.1404
MPNNTrain resolution (nx)=70, Evaluation resolution (n'x)=502022.100.1541
MAgNet[GNN]Train resolution (nx)=50, Evaluation resolution (n'x)=1002022.100.159
MAgNet[CNN]Train resolution (nx)=50, Evaluation resolution (n'x)=1002022.100.1599
MAgNet[GNN]Train resolution (nx)=70, Evaluation resolution (n'x)=502022.100.1599
MPNNTrain resolution (nx)=30, Evaluation resolution (n'x)=502022.100.1601
MAgNet[CNN]Train resolution (nx)=50, Evaluation resolution (n'x)=2002022.100.1629
MAgNet[CNN]Train resolution (nx)=50, Evaluation resolution (n'x)=502022.100.163
MAgNet[CNN]Train resolution (nx)=70, Evaluation resolution (n'x)=502022.100.1634
MAgNet[GNN]Train resolution (nx)=50, Evaluation resolution (n'x)=502022.100.1659
MAgNet[CNN]Train resolution (nx)=50, Evaluation resolution (n'x)=402022.100.1869
MAgNet[GNN]Train resolution (nx)=30, Evaluation resolution (n'x)=2002022.100.1902
MAgNet[CNN]Train resolution (nx)=30, Evaluation resolution (n'x)=502022.100.1934
MAgNet[GNN]Train resolution (nx)=30, Evaluation resolution (n'x)=1002022.100.1938
MAgNet[CNN]Train resolution (nx)=30, Evaluation resolution (n'x)=1002022.100.2063
MAgNet[CNN]Train resolution (nx)=30, Evaluation resolution (n'x)=402022.100.2081
MAgNet[CNN]Train resolution (nx)=30, Evaluation resolution (n'x)=2002022.100.215
MAgNet[GNN]Train resolution (nx)=30, Evaluation resolution (n'x)=502022.100.223
MAgNet[CNN]Train resolution (nx)=70, Evaluation resolution (n'x)=402022.100.2237
MAgNet[GNN]Train resolution (nx)=50, Evaluation resolution (n'x)=402022.100.2302
FNOTrain resolution (nx)=70, Evaluation resolution (n'x)=502022.100.2341
MAgNet[GNN]Train resolution (nx)=70, Evaluation resolution (n'x)=402022.100.24
MAgNet[GNN]Train resolution (nx)=30, Evaluation resolution (n'x)=402022.100.2422
FNOTrain resolution (nx)=30, Evaluation resolution (n'x)=502022.100.2471
FNOTrain resolution (nx)=30, Evaluation resolution (n'x)=2002022.100.2501
MPNNTrain resolution (nx)=50, Evaluation resolution (n'x)=502022.100.2521
FNOTrain resolution (nx)=70, Evaluation resolution (n'x)=1002022.100.2533
FNOTrain resolution (nx)=30, Evaluation resolution (n'x)=1002022.100.2574
MPNNTrain resolution (nx)=30, Evaluation resolution (n'x)=402022.100.2602
FNOTrain resolution (nx)=70, Evaluation resolution (n'x)=2002022.100.2605
MPNNTrain resolution (nx)=70, Evaluation resolution (n'x)=402022.100.2685
FNOTrain resolution (nx)=30, Evaluation resolution (n'x)=402022.100.2784
FNOTrain resolution (nx)=70, Evaluation resolution (n'x)=402022.100.2798
MPNNTrain resolution (nx)=50, Evaluation resolution (n'x)=402022.100.3027
MPNNTrain resolution (nx)=50, Evaluation resolution (n'x)=1002022.100.3226
MPNNTrain resolution (nx)=50, Evaluation resolution (n'x)=2002022.100.3243
FNOTrain resolution (nx)=50, Evaluation resolution (n'x)=502022.100.3324
MPNNTrain resolution (nx)=70, Evaluation resolution (n'x)=1002022.100.3403
MPNNTrain resolution (nx)=30, Evaluation resolution (n'x)=1002022.100.3451
MPNNTrain resolution (nx)=70, Evaluation resolution (n'x)=2002022.100.357
MPNNTrain resolution (nx)=30, Evaluation resolution (n'x)=2002022.100.3667
FNOTrain resolution (nx)=50, Evaluation resolution (n'x)=402022.100.3797
FNOTrain resolution (nx)=50, Evaluation resolution (n'x)=2002022.100.3821
FNOTrain resolution (nx)=50, Evaluation resolution (n'x)=1002022.100.3841