Spatial Gene Expression Prediction on cSCC (test)
0.4183MSECHRep
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CHRep2026.04 | 0.4183 | — | — | 0.4048 | 0.3532 | 0.4682 | |
| HAGE2026.04 | 0.4248 | — | — | 0.3296 | 0.3397 | 0.4607 | |
| mclSTExp2026.04 | 0.4302 | — | — | 0.5208 | 0.3235 | 0.4261 | |
| BLEEP2026.04 | 0.5163 | — | — | 0.5399 | 0.2449 | 0.3122 | |
| THItoGene2026.04 | 0.6546 | — | — | 0.6012 | 0.2373 | 0.2719 | |
| His2ST2026.04 | 0.6748 | — | — | 0.6107 | 0.1838 | 0.2175 | |
| HisToGene2026.04 | 0.6805 | — | — | 0.6234 | 0.0771 | 0.0919 | |
| ST-Net2026.04 | 0.6806 | — | — | 0.6404 | 0.0012 | 0.0018 | |
| HINGEParadigm=Generative, Evaluation Protocol=Leave-one-slice-out2026.03 | 0.887 | 0.705 | 0.613 | 0.703 | — | — | |
| STFlowParadigm=Generative, Evaluation Protocol=Leave-one-slice-out2026.03 | 0.903 | 0.678 | 0.578 | 0.706 | — | — | |
| TRIPLEXParadigm=Discriminative, Evaluation Protocol=Leave-one-slice-out2026.03 | 0.904 | 0.683 | 0.588 | 0.713 | — | — | |
| BLEEPParadigm=Discriminative, Evaluation Protocol=Leave-one-slice-out2026.03 | 0.925 | 0.643 | 0.548 | 0.719 | — | — | |
| MERGEParadigm=Discriminative, Evaluation Protocol=Leave-one-slice-out2026.03 | 1.082 | 0.609 | 0.51 | 0.788 | — | — | |
| ST-NetParadigm=Discriminative, Evaluation Protocol=Leave-one-slice-out2026.03 | 1.174 | 0.548 | 0.448 | 0.803 | — | — | |
| StemParadigm=Generative, Evaluation Protocol=Leave-one-slice-out2026.03 | 1.267 | 0.676 | 0.577 | 0.817 | — | — |