Diabetes prediction on Stanford
77.3PR-AUCGlucoFM
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GlucoFMParams=0.72M, Evaluation Protocol=Linear-probe2026.05 | 77.3 | 72.8 | 66.2 | |
| CGMformerParams=0.85M, Evaluation Protocol=Linear-probe2026.05 | 75.9 | 71.4 | 66.2 | |
| MantisV2Params=4.2M, Evaluation Protocol=Linear-probe2026.05 | 75.2 | 71.2 | 65.7 | |
| MantisParams=8M, Evaluation Protocol=Linear-probe2026.05 | 75.1 | 71.4 | 65.9 | |
| GluFormer (tiny)Params=0.65M, Evaluation Protocol=Linear-probe2026.05 | 74.3 | 68.9 | 63 | |
| MOMENT (large)Params=385M, Evaluation Protocol=Linear-probe2026.05 | 71.9 | 69.1 | 63.7 | |
| MOMENT (small)Params=40M, Evaluation Protocol=Linear-probe2026.05 | 70.4 | 67.6 | 62.5 | |
| GluFormer (base)Params=135M, Evaluation Protocol=Linear-probe2026.05 | 69.8 | 63.1 | 59.2 | |
| Chronos-2 (small)Params=28M, Evaluation Protocol=Linear-probe2026.05 | 69.2 | 65.4 | 61.3 | |
| Chronos-2Params=120M, Evaluation Protocol=Linear-probe2026.05 | 68.5 | 65.6 | 61.9 | |
| X-CGM-JEPAParams=0.52M, Evaluation Protocol=Linear-probe2026.05 | 67.4 | 61.8 | 59.1 | |
| CGM-JEPAParams=0.52M, Evaluation Protocol=Linear-probe2026.05 | 66.4 | 61.2 | 58.7 |