Obesity prediction on CGMacros
68.1PR-AUCCGMformer
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CGMformerParams=0.85M, Evaluation Protocol=Linear-probe2026.05 | 68.1 | 66 | 60.5 | |
| GlucoFMParams=0.72M, Evaluation Protocol=Linear-probe2026.05 | 64.9 | 62.6 | 59.4 | |
| MantisParams=8M, Evaluation Protocol=Linear-probe2026.05 | 63.4 | 60.8 | 57.2 | |
| MantisV2Params=4.2M, Evaluation Protocol=Linear-probe2026.05 | 62.8 | 60.3 | 55.9 | |
| MOMENT (large)Params=385M, Evaluation Protocol=Linear-probe2026.05 | 61.8 | 59.9 | 56.3 | |
| GluFormer (base)Params=135M, Evaluation Protocol=Linear-probe2026.05 | 61.4 | 60.5 | 57.2 | |
| MOMENT (small)Params=40M, Evaluation Protocol=Linear-probe2026.05 | 60.9 | 58.7 | 55.7 | |
| GluFormer (tiny)Params=0.65M, Evaluation Protocol=Linear-probe2026.05 | 60.2 | 57.9 | 55.4 | |
| Chronos-2Params=120M, Evaluation Protocol=Linear-probe2026.05 | 58.1 | 56.6 | 54.2 | |
| Chronos-2 (small)Params=28M, Evaluation Protocol=Linear-probe2026.05 | 56 | 53.7 | 52.7 | |
| CGM-JEPAParams=0.52M, Evaluation Protocol=Linear-probe2026.05 | 55.5 | 53.8 | 53.2 | |
| X-CGM-JEPAParams=0.52M, Evaluation Protocol=Linear-probe2026.05 | 55.3 | 53.2 | 52.5 |