Tax Evasion Detection on T15S
93.36F1 ScoreTED
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TEDPSR=50%, Category=Message-Passing based2026.05 | 93.36 | 93.19 | |
| HGTPSR=50%, Category=Message-Passing based2026.05 | 81.54 | 81.32 | |
| R-GCNPSR=50%, Category=Message-Passing based2026.05 | 79.83 | 81.52 | |
| HANPSR=50%, Category=Message-Passing based2026.05 | 79.69 | 79.57 | |
| TEDM-PUPSR=50%, Category=PU Learning based2026.05 | 79.45 | 79.57 | |
| TEDPSR=10%, Category=Message-Passing based2026.05 | 76.35 | 80.35 | |
| GCNPSR=50%, Category=Message-Passing based2026.05 | 70.04 | 71.21 | |
| PUNEPSR=50%, Category=PU Learning based2026.05 | 66.84 | 50.19 | |
| HIN2VecPSR=50%, Category=Proximity-Preserving based2026.05 | 55.4 | 57.39 | |
| ConvEPSR=50%, Category=Relation-Learning based2026.05 | 55.13 | 54 | |
| metapath2vecPSR=50%, Category=Proximity-Preserving based2026.05 | 54.2 | 53.31 | |
| TransEPSR=50%, Category=Relation-Learning based2026.05 | 52.75 | 51.56 | |
| PTEPSR=50%, Category=Proximity-Preserving based2026.05 | 52.31 | 51.75 | |
| ComplExPSR=50%, Category=Relation-Learning based2026.05 | 48.14 | 48.44 | |
| DistMultPSR=50%, Category=Relation-Learning based2026.05 | 46.75 | 52.14 |