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Papers Benchmarks Datasets Tasks

Spatial Reconstruction research benchmarks · SOTA2 Research

Spatial Reconstruction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Mouse Atlas seqFISH → pseudo-Visium

0.832Spearman Correlation

10

May 28, 2026

hSCC multi-slide Visium (generalization (held-out slide))

0.547Spearman Correlation (D, D_GT)

9

May 28, 2026

Hypersim FOV-filtered

Claude Opus 4.7

44.4Reconstruction Score (Three.js)

5

May 14, 2026

2D Bumps N=2, sigma=0.5

2.08OOD-1 MSE

4

May 28, 2026

2D Bumps single-bump, sigma=0.5

3.39OOD/ID Factor

4

May 28, 2026

Popular datasets

2D Bumps Hypersim Mouse Atlas hSCC

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