Spatial reconstruction on hSCC multi-slide Visium (generalization (held-out slide))
0.5468Spearman Correlation (D, D_GT)GEARS
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| GEARS2026.05 | 0.5468 | 0.5456 | 0.404 | 0.7874 | 0.7612 | 21.26 | 0.752 | 0.7934 | 0.0389 | 0.0256 | |
| scSpace2026.05 | 0.5421 | 0.5339 | 0.4208 | 0.7952 | 0.7647 | 18.62 | 0.7701 | 0.8203 | 0.088 | 0.0475 | |
| CeLEry2026.05 | 0.4745 | 0.4797 | 0.4325 | 0.7516 | 0.7215 | 17.29 | 0.7423 | 0.7643 | 0.055 | 0.0359 | |
| CytoSPACE2026.05 | 0.3488 | 0.3545 | 0.4771 | 0.6755 | 0.6673 | 16.68 | 0.685 | 0.685 | 0.044 | 0.026 | |
| SpaOTsc2026.05 | 0.3086 | 0.2918 | 0.5513 | 0.735 | 0.7194 | 14.42 | 0.7421 | 0.7667 | 0.1918 | 0.0801 | |
| STEM2026.05 | 0.2945 | 0.2859 | 0.5715 | 0.7121 | 0.7846 | 13.68 | 0.6539 | 0.753 | 0.2188 | 0.0997 | |
| Tangram2026.05 | 0.2901 | 0.2901 | 0.5341 | 0.6871 | 0.6775 | 14.71 | 0.6755 | 0.7284 | 0.1361 | 0.0645 | |
| COME2026.05 | 0.2441 | 0.0517 | 0.8966 | 0.6939 | 0.7031 | 5.28 | 0.679 | 0.7575 | 0.3455 | 0.1577 | |
| novoSpaRc2026.05 | 0.1651 | 0.1603 | 0.636 | 0.6677 | 0.6387 | 12.53 | 0.5933 | 0.695 | 0.2709 | 0.1619 |