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Benchmarks
Neural Operator Learning on 2D Navier–Stokes ν = 10−5 (test)
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7.05
Relative L2 Loss
ABLE-HPM
5.9836
13.1818
20.38
27.5782
May 11, 2026
Relative L2 Loss
Updated 22d ago
Evaluation Results
Method
Method
Links
Relative L2 Loss
ABLE-HPM
Training velocity(s/ep...
2026.05
7.05
HPM
Training velocity(s/ep...
2026.05
7.67
ABLE 2D
Training velocity(s/ep...
2026.05
9.85
ABLE-SAOT
Training velocity(s/ep...
2026.05
10.05
GF-NO
Training velocity(s/ep...
2026.05
12.29
FNO2D
Training velocity(s/ep...
2026.05
12.37
FreqMOE
Training velocity(s/ep...
2026.05
13.99
LSM
Training velocity(s/ep...
2026.05
16.35
SAOT
Training velocity(s/ep...
2026.05
24.8
WNO
Training velocity(s/ep...
2026.05
33.71
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