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ResearchFormerly WizWand

MFD Estimation on UTD19 10 detectors

5,053.14MSEMAML MTPINN
4,506.13928,198.394611,890.6515,582.9054Aug 19, 2025
Updated 6mo ago

Evaluation results

MethodLinks
MAML MTPINNStrategy=MAML2025.085,053.140.331
TW 1000 MTPINNStrategy=Transfer Learning (TW 1000)2025.085,665.90.3697
TW 5 NNStrategy=Transfer Learning (TW 5)2025.085,693.060.3671
TC 1000 MTPINNStrategy=Transfer Learning (TC 1000)2025.085,693.60.3706
TW 1000 NNStrategy=Transfer Learning (TW 1000)2025.085,753.610.3714
TC 1000 NNStrategy=Transfer Learning (TC 1000)2025.085,831.430.3738
MAML NNStrategy=MAML2025.086,089.970.3667
TW 5 MTPINNStrategy=Transfer Learning (TW 5)2025.086,437.320.3894
Neural NetworkStrategy=Standard2025.086,925.960.4017
MTPINNStrategy=Standard2025.0818,728.160.6591