List your company
ResearchFormerly WizWand

Operator Learning on FNO-ν (1e-4)

0.0061L2REAOT-POT-M
0.0015630.0320520.062540.093028May 15, 2026
Updated 5mo ago

Evaluation results

MethodLinks
AOT-POT-MParams=124M, Evaluation Protocol=Fine-tuned2026.050.0061
AOT-POT-SParams=31M, Evaluation Protocol=Fine-tuned2026.050.0076
MoE-POT-MParams=288M, Evaluation Protocol=Fine-tuned2026.050.0119
DPOT-MParams=122M, Evaluation Protocol=Fine-tuned2026.050.0126
AOT-POT-TParams=7M, Evaluation Protocol=Fine-tuned2026.050.0158
MoE-POT-SParams=90M, Evaluation Protocol=Fine-tuned2026.050.0221
DPOT-SParams=30M, Evaluation Protocol=Fine-tuned2026.050.0237
AOT-POT-MParams=124M, Evaluation Protocol=Zero-shot2026.050.0257
MoE-POT-MParams=288M, Evaluation Protocol=Zero-shot2026.050.0273
DPOT-MParams=122M, Evaluation Protocol=Zero-shot2026.050.0285
AOT-POT-SParams=31M, Evaluation Protocol=Zero-shot2026.050.0333
MoE-POT-TParams=17M, Evaluation Protocol=Fine-tuned2026.050.0352
DPOT-TParams=7M, Evaluation Protocol=Fine-tuned2026.050.0367
MoE-POT-SParams=90M, Evaluation Protocol=Zero-shot2026.050.0417
AOT-POT-TParams=7M, Evaluation Protocol=Zero-shot2026.050.0438
DPOT-SParams=30M, Evaluation Protocol=Zero-shot2026.050.0442
GNOTParams=1.8M, Evaluation Protocol=Individually trained2026.050.0443
FFNOParams=1.3M, Evaluation Protocol=Individually trained2026.050.0503
MoE-POT-TParams=17M, Evaluation Protocol=Zero-shot2026.050.0588
DPOT-TParams=7M, Evaluation Protocol=Zero-shot2026.050.0606
OformerParams=1.9M, Evaluation Protocol=Individually trained2026.050.0645
GK-TParams=1.6M, Evaluation Protocol=Individually trained2026.050.0792
FNOParams=0.5M, Evaluation Protocol=Individually trained2026.050.0834
FNO-mParams=7M, Evaluation Protocol=Zero-shot2026.050.0922
UNetParams=25M, Evaluation Protocol=Individually trained2026.050.119