Radioisotope Identification on NaI(Tl) sim-to-real target-domain (test)
100AccuracyMLP
Evaluation Results
| Method | Links | |
|---|---|---|
| MLPUDA Technique=Train on Target2026.03 | 100 | |
| CNNUDA Technique=Train on Target2026.03 | 100 | |
| TBNNUDA Technique=Train on Target2026.03 | 100 | |
| TBNN-LinEmbUDA Technique=Train on Target2026.03 | 100 | |
| TBNN-NonlinEmbUDA Technique=Train on Target2026.03 | 100 | |
| TBNNUDA Technique=DAN2026.03 | 93.3 | |
| TBNNUDA Technique=SimCLR2026.03 | 93 | |
| TBNNUDA Technique=DANN2026.03 | 92.4 | |
| TBNN-NonlinEmbUDA Technique=DANN2026.03 | 92.1 | |
| TBNN-NonlinEmbUDA Technique=DAN2026.03 | 91 | |
| TBNNUDA Technique=MeanTeacher2026.03 | 90.6 | |
| TBNN-LinEmbUDA Technique=DAN2026.03 | 90.5 | |
| TBNN-LinEmbUDA Technique=DANN2026.03 | 89.8 | |
| CNNUDA Technique=DeepCORAL2026.03 | 89.5 | |
| MLPUDA Technique=DANN2026.03 | 88.8 | |
| TBNN-NonlinEmbUDA Technique=DeepJDOT2026.03 | 88.2 | |
| TBNN-LinEmbUDA Technique=DeepCORAL2026.03 | 88.1 | |
| TBNNUDA Technique=DeepCORAL2026.03 | 87.7 | |
| TBNN-LinEmbUDA Technique=DeepJDOT2026.03 | 87.5 | |
| TBNN-NonlinEmbUDA Technique=DeepCORAL2026.03 | 87 | |
| CNNUDA Technique=SimCLR2026.03 | 86.1 | |
| MLPUDA Technique=DAN2026.03 | 85.3 | |
| CNNUDA Technique=DANN2026.03 | 85.3 | |
| TBNNUDA Technique=DeepJDOT2026.03 | 85.2 | |
| TBNNUDA Technique=ADDA2026.03 | 85.1 | |
| TBNN-LinEmbUDA Technique=SimCLR2026.03 | 84.9 | |
| CNNUDA Technique=ADDA2026.03 | 84.7 | |
| MLPUDA Technique=ADDA2026.03 | 84.1 | |
| MLPUDA Technique=SimCLR2026.03 | 84.1 | |
| CNNUDA Technique=DAN2026.03 | 83.3 | |
| TBNN-NonlinEmbUDA Technique=SimCLR2026.03 | 83.2 | |
| TBNN-LinEmbUDA Technique=ADDA2026.03 | 82.8 | |
| CNNUDA Technique=Source-only2026.03 | 81.8 | |
| MLPUDA Technique=DeepJDOT2026.03 | 80.2 | |
| CNNUDA Technique=DeepJDOT2026.03 | 79.8 | |
| MLPUDA Technique=DeepCORAL2026.03 | 79.7 | |
| TBNN-NonlinEmbUDA Technique=MeanTeacher2026.03 | 78.5 | |
| TBNN-LinEmbUDA Technique=MeanTeacher2026.03 | 77.6 | |
| TBNNUDA Technique=Source-only2026.03 | 76.1 | |
| CNNUDA Technique=MeanTeacher2026.03 | 75.9 | |
| TBNN-LinEmbUDA Technique=Source-only2026.03 | 74.9 | |
| MLPUDA Technique=Source-only2026.03 | 74.8 | |
| TBNN-NonlinEmbUDA Technique=Source-only2026.03 | 74.2 | |
| TBNN-NonlinEmbUDA Technique=ADDA2026.03 | 73.9 | |
| MLPUDA Technique=MeanTeacher2026.03 | 73.9 |