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ResearchFormerly WizWand

Optimal Transport map estimation on OT map (b) T2(x), d=10

0.029MSEHyCNN
-0.267241.732383.7325.73162Apr 29, 2026
Updated 6mo ago

Evaluation results

MethodLinks
HyCNNArchitecture=48 x 4, n=m=50002026.040.029
HyCNNArchitecture=48 x 2, n=m=50002026.040.03
HyCNNArchitecture=48 x 6, n=m=50002026.040.073
ICNNq (Softplus)Architecture=64 x 2, tau=1, n=m=50002026.040.078
ICNNq (Softplus)Architecture=64 x 4, tau=1, n=m=50002026.040.108
ICNNq (Softplus)Architecture=64 x 6, tau=1, n=m=50002026.040.111
ICNNq (Softplus)Architecture=64 x 2, tau=0.1, n=m=50002026.040.139
ICNNq (Softplus)Architecture=64 x 4, tau=0.1, n=m=50002026.040.215
ICNNq (Softplus)Architecture=64 x 2, tau=10, n=m=50002026.040.242
ICNNq (Softplus)Architecture=64 x 4, tau=10, n=m=50002026.040.242
ICNNq (Softplus)Architecture=64 x 6, tau=10, n=m=50002026.040.243
ICNNq (ReLU)Architecture=64 x 2, n=m=50002026.040.249
ICNNq (Softplus)Architecture=64 x 6, tau=0.1, n=m=50002026.040.251
ICNNq (ReLU)Architecture=64 x 4, n=m=50002026.040.318
ICNNq (ReLU)Architecture=64 x 6, n=m=50002026.040.368
ICNN (ReLU)Architecture=64 x 6, n=m=50002026.040.426
ICNN (L-ReLU)Architecture=64 x 6, n=m=50002026.040.541
ICNN (ReLU)Architecture=64 x 4, n=m=50002026.040.597
ICNN (L-ReLU)Architecture=64 x 4, n=m=50002026.040.779
ICNN (ReLU)Architecture=64 x 2, n=m=50002026.041.01
Entropic OTepsilon=1, n=m=50002026.041.078
MongeGapArchitecture=64 x 2, n=m=50002026.041.383
ICNN (L-ReLU)Architecture=64 x 2, n=m=50002026.041.389
MongeGapArchitecture=64 x 4, n=m=50002026.041.558
MongeGapArchitecture=64 x 6, n=m=50002026.041.617
Entropic OTepsilon=0.1, n=m=50002026.042.927
Entropic OTepsilon=10, n=m=50002026.047.435