Insulin Resistance (IR) prediction on ShanghaiT2DM
69.1PR-AUCCGM-JEPA
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CGM-JEPAParams=0.52M, Evaluation Protocol=Linear-probe2026.05 | 69.1 | 60.8 | 57.2 | |
| GlucoFMParams=0.72M, Evaluation Protocol=Linear-probe2026.05 | 67 | 57.8 | 55.4 | |
| X-CGM-JEPAParams=0.52M, Evaluation Protocol=Linear-probe2026.05 | 66.9 | 58.4 | 55.4 | |
| Chronos-2 (small)Params=28M, Evaluation Protocol=Linear-probe2026.05 | 65 | 55 | 52.6 | |
| MantisV2Params=4.2M, Evaluation Protocol=Linear-probe2026.05 | 64.1 | 52.7 | 51.2 | |
| Chronos-2Params=120M, Evaluation Protocol=Linear-probe2026.05 | 59.8 | 49.5 | 49 | |
| MOMENT (large)Params=385M, Evaluation Protocol=Linear-probe2026.05 | 59.6 | 47.8 | 48.6 | |
| MantisParams=8M, Evaluation Protocol=Linear-probe2026.05 | 59.2 | 48.2 | 48.4 | |
| MOMENT (small)Params=40M, Evaluation Protocol=Linear-probe2026.05 | 58.3 | 49 | 49.3 | |
| GluFormer (tiny)Params=0.65M, Evaluation Protocol=Linear-probe2026.05 | 58.1 | 47.6 | 47.8 | |
| GluFormer (base)Params=135M, Evaluation Protocol=Linear-probe2026.05 | 56.5 | 44.9 | 46.3 | |
| CGMformerParams=0.85M, Evaluation Protocol=Linear-probe2026.05 | 54.8 | 43.6 | 45.5 |