Hyperlipidemia prediction on CGMacros
36.1PR-AUCGlucoFM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GlucoFMParams=0.72M, Evaluation Protocol=Linear-probe2026.05 | 36.1 | 54.7 | 50.2 | |
| Chronos-2Params=120M, Evaluation Protocol=Linear-probe2026.05 | 34 | 55.8 | 53.7 | |
| MOMENT (large)Params=385M, Evaluation Protocol=Linear-probe2026.05 | 32 | 53.2 | 52.5 | |
| CGMformerParams=0.85M, Evaluation Protocol=Linear-probe2026.05 | 31.8 | 54.2 | 52.1 | |
| GluFormer (base)Params=135M, Evaluation Protocol=Linear-probe2026.05 | 31.4 | 53.1 | 52.5 | |
| Chronos-2 (small)Params=28M, Evaluation Protocol=Linear-probe2026.05 | 30.5 | 52.1 | 50.1 | |
| MOMENT (small)Params=40M, Evaluation Protocol=Linear-probe2026.05 | 30.3 | 51.5 | 50.9 | |
| MantisV2Params=4.2M, Evaluation Protocol=Linear-probe2026.05 | 30.3 | 49.1 | 49.2 | |
| MantisParams=8M, Evaluation Protocol=Linear-probe2026.05 | 30.1 | 49.8 | 49.8 | |
| X-CGM-JEPAParams=0.52M, Evaluation Protocol=Linear-probe2026.05 | 29.8 | 48 | 48.2 | |
| CGM-JEPAParams=0.52M, Evaluation Protocol=Linear-probe2026.05 | 28.7 | 47.6 | 48.2 | |
| GluFormer (tiny)Params=0.65M, Evaluation Protocol=Linear-probe2026.05 | 28.2 | 47.9 | 48 |