Symbolic Regression on 3D Advection Equation (test)
0.123MSENMIPS
Evaluation Results
| Method | Links | |
|---|---|---|
| NMIPSbeta_x=0.1, beta_y=0.983, beta_z=0.548, target_task_num=0, source_task_index=12026.02 | 0.123 | |
| NMIPSbeta_x=0.7, beta_y=0.818, beta_z=0.951, target_task_num=2, source_task_index=02026.02 | 0.123 | |
| NMIPSbeta_x=0.1, beta_y=0.983, beta_z=0.548, transfer_source_id=12026.02 | 0.123 | |
| NMIPSbeta_x=0.7, beta_y=0.818, beta_z=0.951, transfer_source_id=02026.02 | 0.123 | |
| NMIPSbeta_x=0.1, beta_y=0.983, beta_z=0.548, target_task_num=0, source_task_index=22026.02 | 0.124 | |
| NMIPSbeta_x=0.1, beta_y=0.983, beta_z=0.548, transfer_source_id=22026.02 | 0.124 | |
| NMIPSbeta_x=0.7, beta_y=0.818, beta_z=0.951, target_task_num=2, source_task_index=32026.02 | 0.126 | |
| NMIPSbeta_x=0.7, beta_y=0.818, beta_z=0.951, transfer_source_id=32026.02 | 0.126 | |
| NMIPSbeta_x=0.4, beta_y=0.579, beta_z=0.573, target_task_num=1, source_task_index=02026.02 | 0.127 | |
| NMIPSbeta_x=0.4, beta_y=0.579, beta_z=0.573, target_task_num=1, source_task_index=22026.02 | 0.127 | |
| NMIPSbeta_x=0.7, beta_y=0.818, beta_z=0.951, target_task_num=2, source_task_index=12026.02 | 0.127 | |
| NMIPSbeta_x=0.4, beta_y=0.579, beta_z=0.573, transfer_source_id=02026.02 | 0.127 | |
| NMIPSbeta_x=0.4, beta_y=0.579, beta_z=0.573, transfer_source_id=22026.02 | 0.127 | |
| NMIPSbeta_x=0.7, beta_y=0.818, beta_z=0.951, transfer_source_id=12026.02 | 0.127 | |
| NMIPSbeta_x=0.1, beta_y=0.983, beta_z=0.548, target_task_num=0, source_task_index=32026.02 | 0.13 | |
| NMIPSaggregation=Average2026.02 | 0.13 | |
| NMIPSbeta_x=0.1, beta_y=0.983, beta_z=0.548, transfer_source_id=32026.02 | 0.13 | |
| NMIPSaggregation=Average2026.02 | 0.13 | |
| SP-GPSRbeta_x=0.4, beta_y=0.579, beta_z=0.5732026.02 | 0.131 | |
| PhySObeta_x=0.1, beta_y=0.983, beta_z=0.5482026.02 | 0.132 | |
| PhySObeta_x=0.1, beta_y=0.983, beta_z=0.5482026.02 | 0.132 | |
| SP-GPSRbeta_x=0.1, beta_y=0.983, beta_z=0.5482026.02 | 0.133 | |
| NMIPSbeta_x=1, beta_y=0.697, beta_z=0.204, target_task_num=3, source_task_index=12026.02 | 0.133 | |
| NMIPSbeta_x=1, beta_y=0.697, beta_z=0.204, transfer_source_id=12026.02 | 0.133 | |
| NMIPSbeta_x=1, beta_y=0.697, beta_z=0.204, target_task_num=3, source_task_index=22026.02 | 0.134 | |
| SP-GPSRbeta_x=1, beta_y=0.697, beta_z=0.2042026.02 | 0.134 | |
| NMIPSbeta_x=1, beta_y=0.697, beta_z=0.204, transfer_source_id=22026.02 | 0.134 | |
| SP-GPSRaggregation=Average2026.02 | 0.135 | |
| SP-GPSRaggregation=Average2026.02 | 0.135 | |
| PhySObeta_x=0.4, beta_y=0.579, beta_z=0.5732026.02 | 0.136 | |
| PhySObeta_x=0.4, beta_y=0.579, beta_z=0.5732026.02 | 0.136 | |
| NMIPSbeta_x=1, beta_y=0.697, beta_z=0.204, target_task_num=3, source_task_index=02026.02 | 0.138 | |
| NMIPSbeta_x=1, beta_y=0.697, beta_z=0.204, transfer_source_id=02026.02 | 0.138 | |
| DSRbeta_x=0.4, beta_y=0.579, beta_z=0.5732026.02 | 0.139 | |
| PhySOaggregation=Average2026.02 | 0.139 | |
| PhySOaggregation=Average2026.02 | 0.139 | |
| DSRbeta_x=0.7, beta_y=0.818, beta_z=0.9512026.02 | 0.14 | |
| PhySObeta_x=1, beta_y=0.697, beta_z=0.2042026.02 | 0.14 | |
| DSRbeta_x=1, beta_y=0.697, beta_z=0.2042026.02 | 0.14 | |
| DSRaggregation=Average2026.02 | 0.14 | |
| PhySObeta_x=1, beta_y=0.697, beta_z=0.2042026.02 | 0.14 | |
| DSRaggregation=Average2026.02 | 0.14 | |
| DSRbeta_x=0.1, beta_y=0.983, beta_z=0.5482026.02 | 0.141 | |
| SP-GPSRbeta_x=0.7, beta_y=0.818, beta_z=0.9512026.02 | 0.141 | |
| NMIPSbeta_x=0.4, beta_y=0.579, beta_z=0.573, target_task_num=1, source_task_index=32026.02 | 0.146 | |
| PhySObeta_x=0.7, beta_y=0.818, beta_z=0.9512026.02 | 0.146 | |
| NMIPSbeta_x=0.4, beta_y=0.579, beta_z=0.573, transfer_source_id=32026.02 | 0.146 | |
| PhySObeta_x=0.7, beta_y=0.818, beta_z=0.9512026.02 | 0.146 | |
| Geo-FNObeta_x=1, beta_y=0.697, beta_z=0.2042026.02 | 0.184 | |
| Geo-FNObeta_x=0.7, beta_y=0.818, beta_z=0.9512026.02 | 0.193 | |
| Geo-FNOaggregation=Average2026.02 | 0.197 | |
| Geo-FNOaggregation=Average2026.02 | 0.197 | |
| Geo-FNObeta_x=0.4, beta_y=0.579, beta_z=0.5732026.02 | 0.202 | |
| Geo-FNObeta_x=0.1, beta_y=0.983, beta_z=0.5482026.02 | 0.211 | |
| GNOTbeta_x=0.4, beta_y=0.579, beta_z=0.5732026.02 | 0.357 | |
| GNOTbeta_x=1, beta_y=0.697, beta_z=0.2042026.02 | 0.359 | |
| GNOTbeta_x=0.7, beta_y=0.818, beta_z=0.9512026.02 | 0.363 | |
| GNOTaggregation=Average2026.02 | 0.372 | |
| GNOTaggregation=Average2026.02 | 0.372 | |
| GNOTbeta_x=0.1, beta_y=0.983, beta_z=0.5482026.02 | 0.407 |