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Benchmarks
Solving 2-D Burgers equation on 2-D Burgers (In-Distribution 64^2, test)
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0.0261
ID Error
FNO+Aug
0.023276
0.042338
0.0614
0.080462
May 18, 2026
ID Error
Training Time (s/ep)
Updated 15d ago
Evaluation Results
Method
Method
Links
ID Error
Training Time (s/ep)
FNO+Aug
augmentation=yes
2026.05
0.0261
0.7559
FNO (no aug.)
augmentation=none
2026.05
0.0274
0.6524
PACE-FNO (one-shot)
inference_mode=one-shot
2026.05
0.0393
1.577
PACE-FNO + TTA
inference_mode=TTA
2026.05
0.0393
1.577
GFNO
2026.05
0.0967
4.8613
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