Regression Prediction on TADCR Benchmark 3 (test)
96.4R^2Proposed
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ProposedCategory=Physics-Incorporated, Physics Function Version=f_refine2026.06 | 96.4 | 3.109 | |
| PhysicsCategory=Physics-only, Physics Function Version=f_refine2026.06 | 95.7 | 3.262 | |
| ProposedCategory=Physics-Incorporated, Physics Function Version=f_init2026.06 | 95.7 | 3.24 | |
| KDCategory=Traditional Neural Network2026.06 | 95.1 | 3.331 | |
| PG-MLPCategory=Physics-Incorporated, Physics Function Version=f_refine2026.06 | 94.9 | 3.427 | |
| PG-MLPCategory=Physics-Incorporated, Physics Function Version=f_init2026.06 | 94.6 | 3.514 | |
| MLPCategory=Traditional Neural Network2026.06 | 94.4 | 3.798 | |
| PhysicsCategory=Physics-only, Physics Function Version=f_init2026.06 | 93.6 | 3.987 | |
| XGBoostCategory=Traditional Regression2026.06 | 79.4 | 6.535 | |
| RFCategory=Traditional Regression2026.06 | 62 | 7.498 |