| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Inverse Design | MEG (test) | MAE1.32 | 174 | |
| Charge Balance Evaluation | MEG | P(Q=0)100 | 12 | |
| ISP vs SR decoding | MEG ISP vs SR Full window | Balanced Acc81 | 12 | |
| Crystal Generation (G conditioning) | MEG | T1k (min)46.62 | 6 | |
| Crystal Generation (E+CLi conditioning) | MEG | T1k Time46.82 | 6 | |
| MEG Signal Modeling | MEG (held-out) | Context Modeling Duration (s)30 | 2 | |
| MEG Signal Modeling | MEG within-subject | Context Modeling Time0.32 | 1 |