MFD Estimation on UTD19 10 detectors
5,053.14MSEMAML MTPINN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MAML MTPINNStrategy=MAML2025.08 | 5,053.14 | 0.331 | |
| TW 1000 MTPINNStrategy=Transfer Learning (TW 1000)2025.08 | 5,665.9 | 0.3697 | |
| TW 5 NNStrategy=Transfer Learning (TW 5)2025.08 | 5,693.06 | 0.3671 | |
| TC 1000 MTPINNStrategy=Transfer Learning (TC 1000)2025.08 | 5,693.6 | 0.3706 | |
| TW 1000 NNStrategy=Transfer Learning (TW 1000)2025.08 | 5,753.61 | 0.3714 | |
| TC 1000 NNStrategy=Transfer Learning (TC 1000)2025.08 | 5,831.43 | 0.3738 | |
| MAML NNStrategy=MAML2025.08 | 6,089.97 | 0.3667 | |
| TW 5 MTPINNStrategy=Transfer Learning (TW 5)2025.08 | 6,437.32 | 0.3894 | |
| Neural NetworkStrategy=Standard2025.08 | 6,925.96 | 0.4017 | |
| MTPINNStrategy=Standard2025.08 | 18,728.16 | 0.6591 |