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Gene expression prediction on HestBench

0.655IDC ScoreMINT
0.505240.544120.5830.62188Feb 15, 2026Feb 18, 2026Feb 22, 2026Feb 26, 2026Mar 1, 2026Mar 5, 2026Mar 9, 2026

Evaluation results

MethodLinks
MINTEvaluation Protocol=PCA+Ridge, PCA Components=2562026.030.6550.3890.5090.6950.3140.2440.2830.5970.2750.44
H-optimus-0Evaluation Protocol=PCA+Ridge, PCA Components=2562026.030.5980.3850.4930.6430.2990.2290.2650.5580.260.415
Virchow2 + SEALEncoder=Virchow2, SEAL Fine-tuning=true, Evaluation Protocol=Ridge regression linear probe2026.020.5960.3610.4870.6320.2690.2020.2770.5690.2610.406
Virchow2Encoder=Virchow2, SEAL Fine-tuning=false, Evaluation Protocol=Ridge regression linear probe2026.020.5950.3530.4760.6430.2580.1990.270.5730.2580.4028
H0mini + SEALEncoder=H0mini, SEAL Fine-tuning=true, Evaluation Protocol=Ridge regression linear probe2026.020.5920.3840.5090.6080.3010.1980.2650.5590.2660.4091
Virchow2Evaluation Protocol=PCA+Ridge, PCA Components=2562026.030.5920.3470.4660.6170.2580.2080.2790.5610.2580.398
H0miniEncoder=H0mini, SEAL Fine-tuning=false, Evaluation Protocol=Ridge regression linear probe2026.020.590.3590.5050.6190.2630.2030.2640.5650.2650.4037
Univ2Encoder=Univ2, SEAL Fine-tuning=false, Evaluation Protocol=Ridge regression linear probe2026.020.590.3570.50.6610.3020.2220.2640.5590.2730.4142
UNI2-hEvaluation Protocol=PCA+Ridge, PCA Components=2562026.030.590.3570.50.660.3010.2230.2640.5580.2730.414
H0-miniEvaluation Protocol=PCA+Ridge, PCA Components=2562026.030.5860.3680.4920.6010.2490.1860.2670.5480.2630.396
Univ2 + SEALEncoder=Univ2, SEAL Fine-tuning=true, Evaluation Protocol=Ridge regression linear probe2026.020.5850.3650.5210.6580.3190.2160.2640.5730.2660.4186
UNIEvaluation Protocol=PCA+Ridge, PCA Components=2562026.030.570.3140.4760.6250.2630.1760.2430.5510.2570.386
VirchowEvaluation Protocol=PCA+Ridge, PCA Components=2562026.030.570.3310.4880.6090.3110.2020.2640.5460.2590.398
Gigapath + SEALEncoder=Gigapath, SEAL Fine-tuning=true, Evaluation Protocol=Ridge regression linear probe2026.020.5640.3480.4880.5790.2940.20.2610.5430.2590.3929
GigapathEncoder=Gigapath, SEAL Fine-tuning=false, Evaluation Protocol=Ridge regression linear probe2026.020.5520.3760.4770.5570.30.1910.2410.5430.250.3874
GigaPathEvaluation Protocol=PCA+Ridge, PCA Components=2562026.030.5510.3710.4770.5540.3010.1860.2390.540.2490.385
Conch + SEALEncoder=Conch, SEAL Fine-tuning=true, Evaluation Protocol=Ridge regression linear probe2026.020.5480.3670.4390.5930.2850.1610.2040.5340.2540.3761
ConchEncoder=Conch, SEAL Fine-tuning=false, Evaluation Protocol=Ridge regression linear probe2026.020.5440.3540.4450.6030.2660.1660.2050.5240.2530.3733
CONCH 1.5Evaluation Protocol=PCA+Ridge, PCA Components=2562026.030.5440.3810.4570.5520.280.160.2180.5510.270.379
CONCHEvaluation Protocol=PCA+Ridge, PCA Components=2562026.030.5360.3550.4480.5790.2530.1670.2180.5310.2510.371
PhikonEvaluation Protocol=PCA+Ridge, PCA Components=2562026.030.5330.3420.4430.5360.2590.1520.2420.5470.2370.366
REMEDISEvaluation Protocol=PCA+Ridge, PCA Components=2562026.030.5290.3470.4640.5820.2860.1150.2650.5340.2470.374
CTransPathEvaluation Protocol=PCA+Ridge, PCA Components=2562026.030.5110.3430.4380.5110.2290.110.2280.4990.2350.345