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ResearchFormerly WizWand

Symbolic Regression on 3D Advection Equation (test)

0.123MSENMIPS
0.111640.188320.2650.34168Feb 12, 2026
Updated 8mo ago

Evaluation results

MethodLinks
NMIPSbeta_x=0.1, beta_y=0.983, beta_z=0.548, target_task_num=0, source_task_index=12026.020.123
NMIPSbeta_x=0.7, beta_y=0.818, beta_z=0.951, target_task_num=2, source_task_index=02026.020.123
NMIPSbeta_x=0.1, beta_y=0.983, beta_z=0.548, transfer_source_id=12026.020.123
NMIPSbeta_x=0.7, beta_y=0.818, beta_z=0.951, transfer_source_id=02026.020.123
NMIPSbeta_x=0.1, beta_y=0.983, beta_z=0.548, target_task_num=0, source_task_index=22026.020.124
NMIPSbeta_x=0.1, beta_y=0.983, beta_z=0.548, transfer_source_id=22026.020.124
NMIPSbeta_x=0.7, beta_y=0.818, beta_z=0.951, target_task_num=2, source_task_index=32026.020.126
NMIPSbeta_x=0.7, beta_y=0.818, beta_z=0.951, transfer_source_id=32026.020.126
NMIPSbeta_x=0.4, beta_y=0.579, beta_z=0.573, target_task_num=1, source_task_index=02026.020.127
NMIPSbeta_x=0.4, beta_y=0.579, beta_z=0.573, target_task_num=1, source_task_index=22026.020.127
NMIPSbeta_x=0.7, beta_y=0.818, beta_z=0.951, target_task_num=2, source_task_index=12026.020.127
NMIPSbeta_x=0.4, beta_y=0.579, beta_z=0.573, transfer_source_id=02026.020.127
NMIPSbeta_x=0.4, beta_y=0.579, beta_z=0.573, transfer_source_id=22026.020.127
NMIPSbeta_x=0.7, beta_y=0.818, beta_z=0.951, transfer_source_id=12026.020.127
NMIPSbeta_x=0.1, beta_y=0.983, beta_z=0.548, target_task_num=0, source_task_index=32026.020.13
NMIPSaggregation=Average2026.020.13
NMIPSbeta_x=0.1, beta_y=0.983, beta_z=0.548, transfer_source_id=32026.020.13
NMIPSaggregation=Average2026.020.13
SP-GPSRbeta_x=0.4, beta_y=0.579, beta_z=0.5732026.020.131
PhySObeta_x=0.1, beta_y=0.983, beta_z=0.5482026.020.132
PhySObeta_x=0.1, beta_y=0.983, beta_z=0.5482026.020.132
SP-GPSRbeta_x=0.1, beta_y=0.983, beta_z=0.5482026.020.133
NMIPSbeta_x=1, beta_y=0.697, beta_z=0.204, target_task_num=3, source_task_index=12026.020.133
NMIPSbeta_x=1, beta_y=0.697, beta_z=0.204, transfer_source_id=12026.020.133
NMIPSbeta_x=1, beta_y=0.697, beta_z=0.204, target_task_num=3, source_task_index=22026.020.134
SP-GPSRbeta_x=1, beta_y=0.697, beta_z=0.2042026.020.134
NMIPSbeta_x=1, beta_y=0.697, beta_z=0.204, transfer_source_id=22026.020.134
SP-GPSRaggregation=Average2026.020.135
SP-GPSRaggregation=Average2026.020.135
PhySObeta_x=0.4, beta_y=0.579, beta_z=0.5732026.020.136
PhySObeta_x=0.4, beta_y=0.579, beta_z=0.5732026.020.136
NMIPSbeta_x=1, beta_y=0.697, beta_z=0.204, target_task_num=3, source_task_index=02026.020.138
NMIPSbeta_x=1, beta_y=0.697, beta_z=0.204, transfer_source_id=02026.020.138
DSRbeta_x=0.4, beta_y=0.579, beta_z=0.5732026.020.139
PhySOaggregation=Average2026.020.139
PhySOaggregation=Average2026.020.139
DSRbeta_x=0.7, beta_y=0.818, beta_z=0.9512026.020.14
PhySObeta_x=1, beta_y=0.697, beta_z=0.2042026.020.14
DSRbeta_x=1, beta_y=0.697, beta_z=0.2042026.020.14
DSRaggregation=Average2026.020.14
PhySObeta_x=1, beta_y=0.697, beta_z=0.2042026.020.14
DSRaggregation=Average2026.020.14
DSRbeta_x=0.1, beta_y=0.983, beta_z=0.5482026.020.141
SP-GPSRbeta_x=0.7, beta_y=0.818, beta_z=0.9512026.020.141
NMIPSbeta_x=0.4, beta_y=0.579, beta_z=0.573, target_task_num=1, source_task_index=32026.020.146
PhySObeta_x=0.7, beta_y=0.818, beta_z=0.9512026.020.146
NMIPSbeta_x=0.4, beta_y=0.579, beta_z=0.573, transfer_source_id=32026.020.146
PhySObeta_x=0.7, beta_y=0.818, beta_z=0.9512026.020.146
Geo-FNObeta_x=1, beta_y=0.697, beta_z=0.2042026.020.184
Geo-FNObeta_x=0.7, beta_y=0.818, beta_z=0.9512026.020.193
Geo-FNOaggregation=Average2026.020.197
Geo-FNOaggregation=Average2026.020.197
Geo-FNObeta_x=0.4, beta_y=0.579, beta_z=0.5732026.020.202
Geo-FNObeta_x=0.1, beta_y=0.983, beta_z=0.5482026.020.211
GNOTbeta_x=0.4, beta_y=0.579, beta_z=0.5732026.020.357
GNOTbeta_x=1, beta_y=0.697, beta_z=0.2042026.020.359
GNOTbeta_x=0.7, beta_y=0.818, beta_z=0.9512026.020.363
GNOTaggregation=Average2026.020.372
GNOTaggregation=Average2026.020.372
GNOTbeta_x=0.1, beta_y=0.983, beta_z=0.5482026.020.407