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Papers Benchmarks Datasets Tasks

Amortised Sampling research benchmarks · SOTA2 Research

Amortised Sampling

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

1,477.04Sinkhorn Cost

13

Jun 1, 2026

TB/SubTB + SMC + IW-Buf

3,579.17Sinkhorn Distance

12

Jun 1, 2026

TB/SubTB + SMC + IW-Buf

0.39Sinkhorn Distance

12

Jun 1, 2026

ManyWell d = 64

TB/SubTB + SMC + IW-Buf

0.043MMD

10

Jun 1, 2026

TB/SubTB + SMC + IW-Buf

83.3Sinkhorn Distance

7

Jun 1, 2026

TB/SubTB + SMC + IW-Buf

6.46Sinkhorn Distance

7

Jun 1, 2026

Popular datasets

GMM MOS Manywell Robot4 GMM40

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