| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Energy and Force Prediction | W DPA2 (test) | Energy RMSE (meV/atom)1.9 | 6 | |
| Link Prediction | W | Precision71.3 | 5 | |
| PDE Simulation | W-TR | L2RE (%)2.11 | 5 | |
| Implicit check | w 100 kB | Communication Overhead (MB)7.2 | 4 | |
| Classification | w1a (test) | Loss0.0575 | 4 | |
| Named Entity Recognition | W17 (test) | Avg F145.97 | 4 |