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ResearchFormerly WizWand

MFD Estimation on UTD19 25 detectors

2,020.63MSETC 1000 MTPINN
1,767.96363,473.46185,178.966,884.4582Aug 19, 2025
Updated 6mo ago

Evaluation results

MethodLinks
TC 1000 MTPINNStrategy=Transfer Learning (TC 1000)2025.082,020.630.2335
TW 5 NNStrategy=Transfer Learning (TW 5)2025.082,027.680.2338
TW 1000 MTPINNStrategy=Transfer Learning (TW 1000)2025.082,052.850.2356
TW 1000 NNStrategy=Transfer Learning (TW 1000)2025.082,064.210.2358
TC 1000 NNStrategy=Transfer Learning (TC 1000)2025.082,072.220.2353
TW 5 MTPINNStrategy=Transfer Learning (TW 5)2025.082,284.850.2504
MAML NNStrategy=MAML2025.082,519.770.245
MAML MTPINNStrategy=MAML2025.082,634.950.2566
Neural NetworkStrategy=Standard2025.082,879.580.2739
MTPINNStrategy=Standard2025.088,337.290.4926