Beta-cell dysfunction prediction on Stanford
0.69PR-AUCGlucoFM
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GlucoFMParams=0.72M, Evaluation Protocol=Linear-probe2026.05 | 0.69 | 0.687 | 0.633 | |
| MantisV2Params=4.2M, Evaluation Protocol=Linear-probe2026.05 | 0.657 | 0.644 | 0.586 | |
| MantisParams=8M, Evaluation Protocol=Linear-probe2026.05 | 0.635 | 0.615 | 0.585 | |
| GluFormer (tiny)Params=0.65M, Evaluation Protocol=Linear-probe2026.05 | 0.633 | 0.619 | 0.585 | |
| CGMformerParams=0.85M, Evaluation Protocol=Linear-probe2026.05 | 0.622 | 0.592 | 0.557 | |
| MOMENT (large)Params=385M, Evaluation Protocol=Linear-probe2026.05 | 0.618 | 0.589 | 0.557 | |
| GluFormer (base)Params=135M, Evaluation Protocol=Linear-probe2026.05 | 0.611 | 0.58 | 0.554 | |
| X-CGM-JEPAParams=0.52M, Evaluation Protocol=Linear-probe2026.05 | 0.6 | 0.564 | 0.544 | |
| CGM-JEPAParams=0.52M, Evaluation Protocol=Linear-probe2026.05 | 0.587 | 0.554 | 0.539 | |
| Chronos-2 (small)Params=28M, Evaluation Protocol=Linear-probe2026.05 | 0.586 | 0.573 | 0.548 | |
| Chronos-2Params=120M, Evaluation Protocol=Linear-probe2026.05 | 0.585 | 0.578 | 0.555 | |
| MOMENT (small)Params=40M, Evaluation Protocol=Linear-probe2026.05 | 0.572 | 0.555 | 0.538 |