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ResearchFormerly WizWand

Higher-frequency wave-field prediction on Maxwell (test)

1.187H1 ScoreCFM-Joint
0.67740.80970.9421.0743May 26, 2026
Updated 5mo ago

Evaluation results

MethodLinks
CFM-JointFrequency Group=HF100, Training Protocol=Jointly trained2026.051.1870.411
HNO-LFFrequency Group=HF20, Training Protocol=Direct LF extrapolation2026.051.0970.044
FNO-LFFrequency Group=HF20, Training Protocol=Direct LF extrapolation2026.051.090.066
CFM-JointFrequency Group=Overall, Training Protocol=Jointly trained2026.051.0610.595
HNO-LFFrequency Group=HF50, Training Protocol=Direct LF extrapolation2026.051.0450.012
HNO-LFFrequency Group=Overall, Training Protocol=Direct LF extrapolation2026.051.0340.007
FNO-LFFrequency Group=Overall, Training Protocol=Direct LF extrapolation2026.051.0240.017
FNO-LFFrequency Group=HF50, Training Protocol=Direct LF extrapolation2026.051.0230.003
HNO-LFFrequency Group=HF100, Training Protocol=Direct LF extrapolation2026.051.0140.002
FNO-LFFrequency Group=HF100, Training Protocol=Direct LF extrapolation2026.051.0080
HNO-FTFrequency Group=HF100, Training Protocol=Fine-tuned2026.050.9620.277
FNO-JointFrequency Group=HF100, Training Protocol=Jointly trained2026.050.9590.233
FNO-FTFrequency Group=HF100, Training Protocol=Fine-tuned2026.050.9540.169
HNO-FTFrequency Group=Overall, Training Protocol=Fine-tuned2026.050.9510.329
HNO-JointFrequency Group=HF100, Training Protocol=Jointly trained2026.050.9480.285
HNO-FTFrequency Group=HF50, Training Protocol=Fine-tuned2026.050.9470.329
FNO-JointFrequency Group=Overall, Training Protocol=Jointly trained2026.050.9450.313
FNO-JointFrequency Group=HF50, Training Protocol=Jointly trained2026.050.9330.337
APEXFrequency Group=HF1002026.050.9290.624
FNO-FTFrequency Group=Overall, Training Protocol=Fine-tuned2026.050.9250.284
HNO-JointFrequency Group=Overall, Training Protocol=Jointly trained2026.050.9220.342
HNO-FTFrequency Group=HF20, Training Protocol=Fine-tuned2026.050.9120.421
FNO-JointFrequency Group=HF20, Training Protocol=Jointly trained2026.050.9040.422
HNO-JointFrequency Group=HF50, Training Protocol=Jointly trained2026.050.90.342
FNO-FTFrequency Group=HF50, Training Protocol=Fine-tuned2026.050.8990.301
CFM-JointFrequency Group=HF50, Training Protocol=Jointly trained2026.050.8970.68
APEXFrequency Group=Overall2026.050.8650.703
HNO-JointFrequency Group=HF20, Training Protocol=Jointly trained2026.050.8420.441
FNO-FTFrequency Group=HF20, Training Protocol=Fine-tuned2026.050.840.465
APEXFrequency Group=HF502026.050.790.725
CFM-JointFrequency Group=HF20, Training Protocol=Jointly trained2026.050.7010.828
APEXFrequency Group=HF202026.050.6970.812