Symbolic Regression on 2D Advection Equation (test)
0.138MSEGNOT
Evaluation Results
| Method | Links | |
|---|---|---|
| GNOTbeta_x=0.1, beta_y=0.842, target_task_num=02026.02 | 0.138 | |
| NMIPSbeta_x=0.7, beta_y=0.969, target_task_num=2, source_task_index=12026.02 | 0.241 | |
| NMIPSbeta_x=0.7, beta_y=0.969, target_task_num=2, source_task_index=32026.02 | 0.245 | |
| NMIPSbeta_x=0.7, beta_y=0.969, target_task_num=2, source_task_index=02026.02 | 0.25 | |
| NMIPSbeta_x=1, beta_y=0.186, target_task_num=3, source_task_index=02026.02 | 0.25 | |
| SP-GPSRbeta_x=0.4, beta_y=0.349, target_task_num=12026.02 | 0.251 | |
| NMIPSbeta_x=0.4, beta_y=0.349, target_task_num=1, source_task_index=32026.02 | 0.253 | |
| PhySObeta_x=0.7, beta_y=0.969, target_task_num=22026.02 | 0.253 | |
| NMIPSbeta_x=0.1, beta_y=0.842, target_task_num=0, source_task_index=22026.02 | 0.255 | |
| NMIPSbeta_x=0.4, beta_y=0.349, target_task_num=1, source_task_index=02026.02 | 0.255 | |
| PhySObeta_x=0.4, beta_y=0.349, target_task_num=12026.02 | 0.256 | |
| NMIPSbeta_x=1, beta_y=0.186, target_task_num=3, source_task_index=12026.02 | 0.256 | |
| NMIPSbeta_x=1, beta_y=0.186, target_task_num=3, source_task_index=22026.02 | 0.257 | |
| NMIPSaggregation=Average2026.02 | 0.258 | |
| NMIPSbeta_x=0.4, beta_y=0.349, target_task_num=1, source_task_index=22026.02 | 0.26 | |
| DSRbeta_x=1, beta_y=0.186, target_task_num=32026.02 | 0.26 | |
| SP-GPSRbeta_x=1, beta_y=0.186, target_task_num=32026.02 | 0.262 | |
| DSRbeta_x=0.1, beta_y=0.842, target_task_num=02026.02 | 0.263 | |
| PhySOaggregation=Average2026.02 | 0.264 | |
| SP-GPSRaggregation=Average2026.02 | 0.264 | |
| SP-GPSRbeta_x=0.7, beta_y=0.969, target_task_num=22026.02 | 0.265 | |
| PhySObeta_x=1, beta_y=0.186, target_task_num=32026.02 | 0.267 | |
| DSRaggregation=Average2026.02 | 0.271 | |
| DSRbeta_x=0.7, beta_y=0.969, target_task_num=22026.02 | 0.272 | |
| PhySObeta_x=0.1, beta_y=0.842, target_task_num=02026.02 | 0.281 | |
| SP-GPSRbeta_x=0.1, beta_y=0.842, target_task_num=02026.02 | 0.281 | |
| NMIPSbeta_x=0.1, beta_y=0.842, target_task_num=0, source_task_index=12026.02 | 0.286 | |
| DSRbeta_x=0.4, beta_y=0.349, target_task_num=12026.02 | 0.288 | |
| NMIPSbeta_x=0.1, beta_y=0.842, target_task_num=0, source_task_index=32026.02 | 0.292 | |
| Geo-FNObeta_x=0.7, beta_y=0.969, target_task_num=22026.02 | 0.392 | |
| Geo-FNObeta_x=0.4, beta_y=0.349, target_task_num=12026.02 | 0.404 | |
| Geo-FNOaggregation=Average2026.02 | 0.413 | |
| Geo-FNObeta_x=1, beta_y=0.186, target_task_num=32026.02 | 0.419 | |
| GNOTaggregation=Average2026.02 | 0.419 | |
| Geo-FNObeta_x=0.1, beta_y=0.842, target_task_num=02026.02 | 0.436 | |
| GNOTbeta_x=1, beta_y=0.186, target_task_num=32026.02 | 0.503 | |
| GNOTbeta_x=0.4, beta_y=0.349, target_task_num=12026.02 | 0.517 | |
| GNOTbeta_x=0.7, beta_y=0.969, target_task_num=22026.02 | 0.519 |