Porosity Detection on DED (test)
99AUCNon-Private Oracle
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Non-Private Oracleepsilon=N/A, Backbone=HGAT, Graph topology=same2026.04 | 99 | 90.7 | — | 94.1 | |
| FI-LDP + HGATepsilon=4.0, Backbone=HGAT, Graph topology=same2026.04 | 93.6 | 75.1 | 77.7 | 76.7 | |
| FI-LDP + HGATepsilon=2.0, Backbone=HGAT, Graph topology=same2026.04 | 91.3 | 66.4 | 76.2 | 68.6 | |
| Uniform-LDP + HGATepsilon=4.0, Backbone=HGAT, Graph topology=same2026.04 | 91 | 69.7 | 77 | 75.2 | |
| Uniform-LDP + HGATepsilon=2.0, Backbone=HGAT, Graph topology=same2026.04 | 88.4 | 62.1 | 71.1 | 68.5 | |
| DP-SGD + HGATepsilon=4.0, Backbone=HGAT, Graph topology=same2026.04 | 44.6 | 13.2 | 48.9 | 20.2 | |
| DP-SGD + HGATepsilon=2.0, Backbone=HGAT, Graph topology=same2026.04 | 43.6 | 13 | 48.9 | 19.4 |