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Papers Benchmarks Datasets Tasks

Trajectory Interpolation research benchmarks · SOTA2 Research

Trajectory Interpolation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

EB 50D (held-out time points)

6.586Mean W1

24

May 4, 2026

CellBRIDGE + UOT-FM

1.971W1

18

Jun 1, 2026

Dendritic Stimulus

CellBRIDGE + UOT-FM

3.624W1 Distance/Error

18

Jun 1, 2026

CellBRIDGE + UOT-FM

2.36W1 Error

18

Jun 1, 2026

Axolotl Brain Regeneration (middle holdout time point)

2.316Weighted W2

12

May 15, 2026

CITE 50D (held-out time points)

37.087Mean W1

12

May 4, 2026

EMT 10D (held-out time points)

0.298Mean W1

12

May 4, 2026

U-S4D (Temporal)

16.01PSNR (dB)

9

Apr 10, 2026

U-S4D Full reconstruction

15.98PSNR (dB)

9

Apr 10, 2026

Liver Regeneration (middle holdout time point)

32.682W2

7

May 15, 2026

Mouse development cell atlas E7.75 → E8.25

3.131W1 Metric

6

Jun 1, 2026

Mouse development cell atlas E7.5 → E8

3.054W1 Metric

6

Jun 1, 2026

Zebrafish-PA (left-out time points)

11.42Wasserstein-1 Distance

5

Mar 18, 2026

Zebrafish-CNS left-out time points

13.78Wasserstein-1 Distance

5

Mar 18, 2026

Popular datasets

U-S4D Mouse development cell atlas Cite EB Lung Tumor

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