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ResearchFormerly WizWand

Optimal Transport map estimation on OT map (b) T2(x) d=20

0.071MSEHyCNN
-0.487043.279737.046510.81327Apr 29, 2026
Updated 6mo ago

Evaluation results

MethodLinks
HyCNNArchitecture=48 x 4, n=m=50002026.040.071
HyCNNArchitecture=48 x 2, n=m=50002026.040.102
HyCNNArchitecture=48 x 6, n=m=50002026.040.106
ICNNq (Softplus)Architecture=64 x 2, tau=1, n=m=50002026.040.324
ICNNq (Softplus)Architecture=64 x 4, tau=1, n=m=50002026.040.445
ICNNq (Softplus)Architecture=64 x 2, tau=0.1, n=m=50002026.040.55
ICNNq (Softplus)Architecture=64 x 4, tau=10, n=m=50002026.040.553
ICNNq (Softplus)Architecture=64 x 2, tau=10, n=m=50002026.040.57
ICNNq (Softplus)Architecture=64 x 6, tau=10, n=m=50002026.040.584
ICNNq (Softplus)Architecture=64 x 6, tau=1, n=m=50002026.040.603
ICNNq (ReLU)Architecture=64 x 2, n=m=50002026.040.694
ICNNq (Softplus)Architecture=64 x 4, tau=0.1, n=m=50002026.040.833
ICNNq (Softplus)Architecture=64 x 6, tau=0.1, n=m=50002026.041.022
ICNNq (ReLU)Architecture=64 x 4, n=m=50002026.041.059
ICNNq (ReLU)Architecture=64 x 6, n=m=50002026.041.455
ICNN (ReLU)Architecture=64 x 6, n=m=50002026.041.939
ICNN (L-ReLU)Architecture=64 x 6, n=m=50002026.042.161
ICNN (ReLU)Architecture=64 x 4, n=m=50002026.042.341
ICNN (L-ReLU)Architecture=64 x 4, n=m=50002026.042.735
ICNN (ReLU)Architecture=64 x 2, n=m=50002026.043.822
ICNN (L-ReLU)Architecture=64 x 2, n=m=50002026.044.702
MongeGapArchitecture=64 x 6, n=m=50002026.044.994
MongeGapArchitecture=64 x 2, n=m=50002026.045.053
MongeGapArchitecture=64 x 4, n=m=50002026.045.149
Entropic OTepsilon=1, n=m=50002026.046.589
Entropic OTepsilon=0.1, n=m=50002026.0412.404
Entropic OTepsilon=10, n=m=50002026.0414.022