Radioisotope identification on LaBr3 target-domain sim-to-real (test)
100Testing AccuracyTrain on Target
Evaluation Results
| Method | Links | |
|---|---|---|
| Train on TargetArchitecture=MLP2026.03 | 100 | |
| Train on TargetArchitecture=CNN2026.03 | 100 | |
| Train on TargetArchitecture=TBNN (Li et al.)2026.03 | 100 | |
| Train on TargetArchitecture=TBNN-LinEmb2026.03 | 100 | |
| Train on TargetArchitecture=TBNN-NonlinEmb2026.03 | 100 | |
| DeepCORALArchitecture=CNN2026.03 | 93.7 | |
| DANNArchitecture=TBNN-NonlinEmb2026.03 | 93.4 | |
| DANNArchitecture=TBNN (Li et al.)2026.03 | 93.2 | |
| DANNArchitecture=CNN2026.03 | 92.6 | |
| DANArchitecture=TBNN-LinEmb2026.03 | 90.4 | |
| DANArchitecture=TBNN (Li et al.)2026.03 | 90.1 | |
| DANNArchitecture=TBNN-LinEmb2026.03 | 89.8 | |
| DANArchitecture=MLP2026.03 | 89.5 | |
| DANNArchitecture=MLP2026.03 | 87.9 | |
| DANArchitecture=TBNN-NonlinEmb2026.03 | 87.8 | |
| DeepCORALArchitecture=TBNN-LinEmb2026.03 | 87.6 | |
| SimCLRArchitecture=CNN2026.03 | 86.9 | |
| ADDAArchitecture=CNN2026.03 | 86.8 | |
| SimCLRArchitecture=TBNN (Li et al.)2026.03 | 86.8 | |
| MeanTeacherArchitecture=TBNN (Li et al.)2026.03 | 86.6 | |
| DeepCORALArchitecture=TBNN-NonlinEmb2026.03 | 85.4 | |
| DeepCORALArchitecture=TBNN (Li et al.)2026.03 | 85.3 | |
| SimCLRArchitecture=TBNN-NonlinEmb2026.03 | 85.3 | |
| DeepJDOTArchitecture=TBNN-NonlinEmb2026.03 | 84.9 | |
| DANArchitecture=CNN2026.03 | 84.1 | |
| SimCLRArchitecture=TBNN-LinEmb2026.03 | 84 | |
| SimCLRArchitecture=MLP2026.03 | 83.7 | |
| ADDAArchitecture=TBNN (Li et al.)2026.03 | 83.6 | |
| DeepJDOTArchitecture=TBNN-LinEmb2026.03 | 83 | |
| ADDAArchitecture=TBNN-NonlinEmb2026.03 | 82.6 | |
| ADDAArchitecture=TBNN-LinEmb2026.03 | 82.1 | |
| DeepJDOTArchitecture=CNN2026.03 | 81.8 | |
| ADDAArchitecture=MLP2026.03 | 80.7 | |
| Source-onlyArchitecture=CNN2026.03 | 80 | |
| DeepJDOTArchitecture=TBNN (Li et al.)2026.03 | 80 | |
| DeepCORALArchitecture=MLP2026.03 | 79.6 | |
| MeanTeacherArchitecture=TBNN-NonlinEmb2026.03 | 78.5 | |
| Source-onlyArchitecture=TBNN (Li et al.)2026.03 | 77.5 | |
| MeanTeacherArchitecture=CNN2026.03 | 77.3 | |
| Source-onlyArchitecture=TBNN-NonlinEmb2026.03 | 76.5 | |
| MeanTeacherArchitecture=MLP2026.03 | 75.7 | |
| Source-onlyArchitecture=TBNN-LinEmb2026.03 | 75.4 | |
| DeepJDOTArchitecture=MLP2026.03 | 74.7 | |
| MeanTeacherArchitecture=TBNN-LinEmb2026.03 | 74.6 | |
| Source-onlyArchitecture=MLP2026.03 | 74.3 |