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ResearchFormerly WizWand

Symbolic Regression on 2D Advection Equation (test)

0.138MSEGNOT
0.122760.225630.32850.43137Feb 12, 2026
Updated 8mo ago

Evaluation results

MethodLinks
GNOTbeta_x=0.1, beta_y=0.842, target_task_num=02026.020.138
NMIPSbeta_x=0.7, beta_y=0.969, target_task_num=2, source_task_index=12026.020.241
NMIPSbeta_x=0.7, beta_y=0.969, target_task_num=2, source_task_index=32026.020.245
NMIPSbeta_x=0.7, beta_y=0.969, target_task_num=2, source_task_index=02026.020.25
NMIPSbeta_x=1, beta_y=0.186, target_task_num=3, source_task_index=02026.020.25
SP-GPSRbeta_x=0.4, beta_y=0.349, target_task_num=12026.020.251
NMIPSbeta_x=0.4, beta_y=0.349, target_task_num=1, source_task_index=32026.020.253
PhySObeta_x=0.7, beta_y=0.969, target_task_num=22026.020.253
NMIPSbeta_x=0.1, beta_y=0.842, target_task_num=0, source_task_index=22026.020.255
NMIPSbeta_x=0.4, beta_y=0.349, target_task_num=1, source_task_index=02026.020.255
PhySObeta_x=0.4, beta_y=0.349, target_task_num=12026.020.256
NMIPSbeta_x=1, beta_y=0.186, target_task_num=3, source_task_index=12026.020.256
NMIPSbeta_x=1, beta_y=0.186, target_task_num=3, source_task_index=22026.020.257
NMIPSaggregation=Average2026.020.258
NMIPSbeta_x=0.4, beta_y=0.349, target_task_num=1, source_task_index=22026.020.26
DSRbeta_x=1, beta_y=0.186, target_task_num=32026.020.26
SP-GPSRbeta_x=1, beta_y=0.186, target_task_num=32026.020.262
DSRbeta_x=0.1, beta_y=0.842, target_task_num=02026.020.263
PhySOaggregation=Average2026.020.264
SP-GPSRaggregation=Average2026.020.264
SP-GPSRbeta_x=0.7, beta_y=0.969, target_task_num=22026.020.265
PhySObeta_x=1, beta_y=0.186, target_task_num=32026.020.267
DSRaggregation=Average2026.020.271
DSRbeta_x=0.7, beta_y=0.969, target_task_num=22026.020.272
PhySObeta_x=0.1, beta_y=0.842, target_task_num=02026.020.281
SP-GPSRbeta_x=0.1, beta_y=0.842, target_task_num=02026.020.281
NMIPSbeta_x=0.1, beta_y=0.842, target_task_num=0, source_task_index=12026.020.286
DSRbeta_x=0.4, beta_y=0.349, target_task_num=12026.020.288
NMIPSbeta_x=0.1, beta_y=0.842, target_task_num=0, source_task_index=32026.020.292
Geo-FNObeta_x=0.7, beta_y=0.969, target_task_num=22026.020.392
Geo-FNObeta_x=0.4, beta_y=0.349, target_task_num=12026.020.404
Geo-FNOaggregation=Average2026.020.413
Geo-FNObeta_x=1, beta_y=0.186, target_task_num=32026.020.419
GNOTaggregation=Average2026.020.419
Geo-FNObeta_x=0.1, beta_y=0.842, target_task_num=02026.020.436
GNOTbeta_x=1, beta_y=0.186, target_task_num=32026.020.503
GNOTbeta_x=0.4, beta_y=0.349, target_task_num=12026.020.517
GNOTbeta_x=0.7, beta_y=0.969, target_task_num=22026.020.519