Spatial Transcriptomics Prediction on HEST-1K Kidney 1.0 (test)
0.3917PCCFLAG
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| FLAGParadigm=Generative2026.05 | 0.3917 | — | — | — | 1.2112 | — | 0.8713 | 0.3409 | |
| TRIPLEXParadigm=Discriminative2026.05 | 0.3739 | — | — | — | 1.1454 | — | 0.4469 | 0.2347 | |
| StemParadigm=Generative2026.05 | 0.3443 | — | — | — | 1.3828 | — | 0.8451 | 0.1257 | |
| STFlowParadigm=Generative2026.05 | 0.3145 | — | — | — | 1.279 | — | 0.6857 | -0.1007 | |
| ShazamNum=25, Test patient num=242025.03 | 0.236 | — | — | — | — | — | — | — | |
| HisToGeneParadigm=Discriminative2026.05 | 0.2318 | — | — | — | 1.3935 | — | -0.0264 | 0.1696 | |
| Phikon-v2Num=25, Test patient num=242025.03 | 0.217 | — | — | — | — | — | — | — | |
| UNI 2Num=25, Test patient num=242025.03 | 0.21 | — | — | — | — | — | — | — | |
| Prov-GigapathNum=25, Test patient num=242025.03 | 0.207 | — | — | — | — | — | — | — | |
| Virchow2Num=25, Test patient num=242025.03 | 0.201 | — | — | — | — | — | — | — | |
| H-optimus-1Num=25, Test patient num=242025.03 | 0.201 | — | — | — | — | — | — | — | |
| BLEEPParadigm=Discriminative2026.05 | 0.1471 | — | — | — | 2.7602 | — | 0.5331 | 0.0889 | |
| BLEEP2025.11 | — | 0.518 | 0.434 | 0.31 | 1.233 | 0.865 | — | — | |
| HyperST2025.11 | — | 0.617 | 0.526 | 0.39 | 1.077 | 0.817 | — | — | |
| Stem2025.11 | — | 0.535 | 0.414 | 0.271 | 1.38 | 0.911 | — | — | |
| StNet2025.11 | — | 0.523 | 0.435 | 0.305 | 1.167 | 0.847 | — | — | |
| TRIPLEX2025.11 | — | 0.579 | 0.485 | 0.351 | 1.122 | 0.855 | — | — |