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Papers Benchmarks Datasets Tasks

Optimal Transport map estimation research benchmarks · SOTA2 Research

Optimal Transport map estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

OT map (b) T2(x), d=50

0.406MSE

27

Apr 30, 2026

OT map (b) T2(x) d=20

0.071MSE

27

Apr 30, 2026

OT map (b) T2(x), d=10

0.029MSE

27

Apr 30, 2026

OT map (a) T1(x)=x (d=50) n=m=5000 (test)

0.386MSE

27

Apr 30, 2026

OT map (a) T1(x)=x (d=20) n=m=5000 (test)

0.067MSE

27

Apr 30, 2026

OT map (a) T1(x)=x (d=10) n=m=5000 (test)

0.023MSE

27

Apr 30, 2026

OT Map T3(x) n=5000 (d=50) c (test)

3.82MSE

27

Apr 30, 2026

OT Map T3(x) n=5000 (d=20) c (test)

2.29MSE

27

Apr 30, 2026

OT Map T3(x), n=5000 (d=10) c (test)

ICNNq (Softplus)

0.942MSE

27

Apr 30, 2026

0.006Error e_mu(f_theta_i1)

3

Feb 26, 2026

0.006OT Error e_mu(f_theta_i1)

3

Feb 26, 2026

Popular datasets

OT Map Tensorised Log-Sum-Exp

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