| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Hamiltonian prediction | Materials-HAM-SOC (test) | Gauge MAE (Real)0.301 | 8 | |
| Runtime Efficiency Analysis | Materials-HAM-SOC (test) | Min Latency (s)1.16 | 8 | |
| Electronic structure Hamiltonian prediction | Materials-HAM-SOC (test) | Gauge MAE (meV)1.417 | 2 |