MFD Prediction on UTD19 50 Detectors (test)
1,449.13MSETC 1000 MTPINN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TC 1000 MTPINNModel Type=MTPINN, Strategy=Transfer Learning (TC 1000)2025.08 | 1,449.13 | 21.47 | |
| TC 1000 NNModel Type=Neural Network, Strategy=Transfer Learning (TC 1000)2025.08 | 1,460.56 | 21.41 | |
| TW 1000 MTPINNModel Type=MTPINN, Strategy=Transfer Learning (TW 1000)2025.08 | 1,489.03 | 21.73 | |
| TW 5 NNModel Type=Neural Network, Strategy=Transfer Learning (TW 5)2025.08 | 1,520.67 | 21.87 | |
| TW 1000 NNModel Type=Neural Network, Strategy=Transfer Learning (TW 1000)2025.08 | 1,529.43 | 22.04 | |
| TW 5 MTPINNModel Type=MTPINN, Strategy=Transfer Learning (TW 5)2025.08 | 1,690.66 | 22.98 | |
| MAML NNModel Type=Neural Network, Strategy=MAML2025.08 | 1,730.62 | 22.4 | |
| MAML MTPINNModel Type=MTPINN, Strategy=MAML2025.08 | 1,868.77 | 24.67 | |
| Neural NetworkModel Type=Neural Network2025.08 | 2,237.6 | 23.81 | |
| MTPINNModel Type=MTPINN2025.08 | 5,452.38 | 38.96 |