Hypoglycemia prediction on ShanghaiT2DM
22.9PR-AUCMantis
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MantisParams=8M, Evaluation Protocol=Linear-probe2026.05 | 22.9 | 58.6 | 53.8 | |
| MantisV2Params=4.2M, Evaluation Protocol=Linear-probe2026.05 | 22 | 59.6 | 53.3 | |
| GlucoFMParams=0.72M, Evaluation Protocol=Linear-probe2026.05 | 21.1 | 59.2 | 50.7 | |
| Chronos-2Params=120M, Evaluation Protocol=Linear-probe2026.05 | 18.9 | 53 | 52.8 | |
| GluFormer (tiny)Params=0.65M, Evaluation Protocol=Linear-probe2026.05 | 17.9 | 53.3 | 49.1 | |
| CGM-JEPAParams=0.52M, Evaluation Protocol=Linear-probe2026.05 | 17.8 | 56.8 | 50.4 | |
| X-CGM-JEPAParams=0.52M, Evaluation Protocol=Linear-probe2026.05 | 16.9 | 55.7 | 49 | |
| MOMENT (small)Params=40M, Evaluation Protocol=Linear-probe2026.05 | 16.3 | 52.9 | 51.4 | |
| Chronos-2 (small)Params=28M, Evaluation Protocol=Linear-probe2026.05 | 16 | 49.1 | 50.5 | |
| MOMENT (large)Params=385M, Evaluation Protocol=Linear-probe2026.05 | 14.3 | 49.6 | 49.7 | |
| CGMformerParams=0.85M, Evaluation Protocol=Linear-probe2026.05 | 11.9 | 42.1 | 45.3 | |
| GluFormer (base)Params=135M, Evaluation Protocol=Linear-probe2026.05 | 11.5 | 43.9 | 44.8 |