Tax Evasion Detection on T20H
94.96F1 ScoreTED
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TEDPSR=50%, Category=Message-Passing based2026.05 | 94.96 | 94.72 | |
| TEDPSR=40%, Category=Message-Passing based2026.05 | 93.83 | 93.72 | |
| TEDPSR=30%, Category=Message-Passing based2026.05 | 92.78 | 92.96 | |
| TEDPSR=10%, Category=Message-Passing based2026.05 | 91.73 | 92.21 | |
| TEDPSR=20%, Category=Message-Passing based2026.05 | 91.43 | 91.71 | |
| PUNEPSR=50%, Category=PU Learning based2026.05 | 89.84 | 89.2 | |
| HANPSR=50%, Category=Message-Passing based2026.05 | 89.15 | 88.44 | |
| HGTPSR=50%, Category=Message-Passing based2026.05 | 88.84 | 87.94 | |
| DistMultPSR=50%, Category=Relation-Learning based2026.05 | 87.76 | 87.94 | |
| ConvEPSR=50%, Category=Relation-Learning based2026.05 | 87.24 | 86.18 | |
| HIN2VecPSR=50%, Category=Proximity-Preserving based2026.05 | 84.09 | 84.18 | |
| PTEPSR=50%, Category=Proximity-Preserving based2026.05 | 82.5 | 82.41 | |
| HIN2VecPSR=40%, Category=Proximity-Preserving based2026.05 | 81.79 | 82.66 | |
| TEDM-PUPSR=50%, Category=PU Learning based2026.05 | 81.18 | 77.64 | |
| ComplExPSR=50%, Category=Relation-Learning based2026.05 | 80.63 | 78.39 | |
| R-GCNPSR=50%, Category=Message-Passing based2026.05 | 80.26 | 76.88 | |
| TransEPSR=50%, Category=Relation-Learning based2026.05 | 79.51 | 74.87 | |
| HIN2VecPSR=30%, Category=Proximity-Preserving based2026.05 | 79.33 | 81.41 | |
| GCNPSR=50%, Category=Message-Passing based2026.05 | 75.69 | 73.37 | |
| metapath2vecPSR=50%, Category=Proximity-Preserving based2026.05 | 73.73 | 67.59 | |
| HIN2VecPSR=20%, Category=Proximity-Preserving based2026.05 | 69.97 | 75.63 | |
| HIN2VecPSR=10%, Category=Proximity-Preserving based2026.05 | 59.65 | 71.11 |