Spatial Transcriptomics Prediction on HEST (test)
0.6106IdcHO
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| HOInput embedding strategy=[CLS] tokens concatenated with mean patch tokens2025.01 | 0.6106 | 0.3621 | 0.5106 | 0.6614 | 0.3089 | 0.2401 | 0.2669 | 0.5754 | 0.2664 | 0.4224 | |
| UNI2-hInput embedding strategy=[CLS] tokens concatenated with mean patch tokens2025.01 | 0.6054 | 0.3753 | 0.5231 | 0.6829 | 0.3319 | 0.2265 | 0.2662 | 0.5743 | 0.2743 | 0.4292 | |
| Virchow2Input embedding strategy=[CLS] tokens concatenated with mean patch tokens2025.01 | 0.5971 | 0.3528 | 0.4778 | 0.6404 | 0.258 | 0.2073 | 0.2604 | 0.5685 | 0.2568 | 0.4019 | |
| Hibou L16Input embedding strategy=[CLS] tokens concatenated with mean patch tokens2025.01 | 0.5945 | 0.3231 | 0.4758 | 0.6059 | 0.3128 | 0.1823 | 0.2777 | 0.572 | 0.249 | 0.3992 | |
| H0-miniInput embedding strategy=[CLS] tokens concatenated with mean patch tokens2025.01 | 0.5909 | 0.3633 | 0.5068 | 0.6125 | 0.27 | 0.2047 | 0.2643 | 0.5633 | 0.264 | 0.4044 | |
| UNIInput embedding strategy=[CLS] tokens concatenated with mean patch tokens2025.01 | 0.5851 | 0.3274 | 0.4882 | 0.6235 | 0.2583 | 0.1757 | 0.2463 | 0.5558 | 0.2576 | 0.3907 | |
| GPFMInput embedding strategy=[CLS] tokens concatenated with mean patch tokens2025.01 | 0.5796 | 0.3733 | 0.4686 | 0.5839 | 0.2801 | 0.1769 | 0.251 | 0.5522 | 0.2391 | 0.394 | |
| Kaiko B8Input embedding strategy=[CLS] tokens concatenated with mean patch tokens2025.01 | 0.571 | 0.3827 | 0.4727 | 0.5904 | 0.3105 | 0.1726 | 0.2664 | 0.5883 | 0.2362 | 0.3912 | |
| GigapathInput embedding strategy=[CLS] tokens concatenated with mean patch tokens2025.01 | 0.5707 | 0.3841 | 0.492 | 0.5823 | 0.3076 | 0.186 | 0.2277 | 0.5579 | 0.2499 | 0.3952 | |
| PhikonV2Input embedding strategy=[CLS] tokens concatenated with mean patch tokens2025.01 | 0.5677 | 0.3793 | 0.4771 | 0.5845 | 0.2561 | 0.1865 | 0.2607 | 0.5502 | 0.2476 | 0.3897 | |
| PhikonInput embedding strategy=[CLS] tokens concatenated with mean patch tokens2025.01 | 0.5481 | 0.3452 | 0.4639 | 0.5555 | 0.2668 | 0.1667 | 0.2496 | 0.5679 | 0.2387 | 0.378 |