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ResearchFormerly WizWand

Autoregressive Super-Resolution (32 to 256) on KF256 (test)

0.35RL2DM-UNO
0.18360.22680.270.3132Apr 8, 2026
Updated 6mo ago

Evaluation results

MethodLinks
DM-UNOInput Resolution=32x32, Target Resolution=256x256, Size (NO + Decoder)=26.83M + 6.63M, Inference Time per Frame (s)=0.376 ± 0.0082026.040.35649.22
DM-FNOInput Resolution=32x32, Target Resolution=256x256, Size (NO + Decoder)=27.10M + 6.63M, Inference Time per Frame (s)=0.377 ± 0.0082026.040.34648.79
UNOInput Resolution=32x32, Target Resolution=256x2562026.040.23661.74
MENO-FNOInput Resolution=32x32, Target Resolution=256x256, Size (NO + Decoder)=27.10M + 6.63M, Inference Time per Frame (s)=0.030 ± 0.0042026.040.21768.62
MENO-UNOInput Resolution=32x32, Target Resolution=256x256, Size (NO + Decoder)=26.83M + 6.63M, Inference Time per Frame (s)=0.030 ± 0.0042026.040.21769.06
FNOInput Resolution=32x32, Target Resolution=256x2562026.040.19731.22