Fluvial Hydrology Prediction on Fluvial Hydrology (n = 150)
0.2075RRMSE (AUC)G-PARC
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| G-PARCMulti-Level Scaling (MLS)=true2026.04 | 0.2075 | 0.3643 | 0.0703 | 0.9521 | 0.9093 | 283.1 | |
| MGKAN2026.04 | 0.2263 | 0.3192 | 0.1019 | 0.9474 | 0.8856 | 327.9 | |
| G-PARCMulti-Level Scaling (MLS)=false2026.04 | 0.2995 | 0.462 | 0.1196 | 0.9144 | 0.8818 | 343.2 | |
| GraphSAGE2026.04 | 18.61 | 32.86 | 469.6 | 0.0228 | 481.9 | 18,853 | |
| MGNET2026.04 | 111.8 | 219.5 | 18,065.8 | 5 | 18,586.9 | 115,256 |