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ResearchFormerly WizWand

1D Super-resolution on 1D Super-resolution data

0.0188Mean RMSEWiener-Chaos
0.0117240.0594870.107250.155013May 15, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Wiener-ChaosResolution=64, Zero-shot=true, Training Resolution=322026.050.01880.0011
SDENO-styleResolution=64, Zero-shot=true, Training Resolution=322026.050.01980.0011
MNOResolution=64, Zero-shot=true, Training Resolution=322026.050.02050.0013
Wiener-ChaosResolution=32, Zero-shot=true, Training Resolution=322026.050.03720.0013
SDENO-styleResolution=32, Zero-shot=true, Training Resolution=322026.050.03850.0013
MNOResolution=32, Zero-shot=true, Training Resolution=322026.050.0390.0012
SDENO-styleResolution=128, Zero-shot=true, Training Resolution=322026.050.03970.0021
MNOResolution=128, Zero-shot=true, Training Resolution=322026.050.04070.0025
Wiener-ChaosResolution=128, Zero-shot=true, Training Resolution=322026.050.04090.0027
Neural SPDEResolution=32, Zero-shot=true, Training Resolution=322026.050.10230.002
Neural SPDEResolution=64, Zero-shot=true, Training Resolution=322026.050.14030.0013
Neural SPDEResolution=128, Zero-shot=true, Training Resolution=322026.050.19570.0011