Hamiltonian prediction on Materials-HAM-SOC (test)
0.301Gauge MAE (Real)Zero Baseline (0)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Zero Baseline (0)Region=↑↓, Prediction Target=02025.09 | 0.301 | 0.299 | — | |
| Zero Baseline (0)Region=↓↑, Prediction Target=02025.09 | 0.301 | 0.299 | — | |
| NextHAMRegion=↑↑, Prediction Target=H(0) + ΔH2025.09 | 2.834 | — | — | |
| NextHAMRegion=↓↓, Prediction Target=H(0) + ΔH2025.09 | 2.834 | — | — | |
| Physics-informed descriptor H(0)Region=↑↑, Prediction Target=H(0)2025.09 | 5.213 | — | — | |
| Physics-informed descriptor H(0)Region=↓↓, Prediction Target=H(0)2025.09 | 5.213 | — | — | |
| Zero Baseline (0)Region=↑↑, Prediction Target=02025.09 | 149.145 | 0.293 | — | |
| Zero Baseline (0)Region=↓↓, Prediction Target=02025.09 | 149.145 | 0.293 | — | |
| NextHAMRegion=Overall, Prediction Target=H(0) + ΔH2025.09 | — | — | 1.417 | |
| Physics-informed descriptor H(0)Region=Overall, Prediction Target=H(0)2025.09 | — | — | 2.606 | |
| Zero Baseline (0)Region=Overall, Prediction Target=02025.09 | — | — | 74.914 |