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Spatial reconstruction on hSCC multi-slide Visium (generalization (held-out slide))

0.5468Spearman Correlation (D, D_GT)GEARS
0.1498320.2528910.355950.459009May 27, 2026

Evaluation results

MethodLinks
GEARS2026.050.54680.54560.4040.78740.761221.260.7520.79340.03890.0256
scSpace2026.050.54210.53390.42080.79520.764718.620.77010.82030.0880.0475
CeLEry2026.050.47450.47970.43250.75160.721517.290.74230.76430.0550.0359
CytoSPACE2026.050.34880.35450.47710.67550.667316.680.6850.6850.0440.026
SpaOTsc2026.050.30860.29180.55130.7350.719414.420.74210.76670.19180.0801
STEM2026.050.29450.28590.57150.71210.784613.680.65390.7530.21880.0997
Tangram2026.050.29010.29010.53410.68710.677514.710.67550.72840.13610.0645
COME2026.050.24410.05170.89660.69390.70315.280.6790.75750.34550.1577
novoSpaRc2026.050.16510.16030.6360.66770.638712.530.59330.6950.27090.1619