Graph data recovery from gradients on MUTAG
0.0844Node Feature MSEGraphDLG
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GraphDLG2026.01 | 0.0844 | 74.35 | 0.9042 | 0.7556 | 93.41 | |
| GI-GAN2026.01 | 0.1053 | 51.86 | 0.5081 | 0.1246 | 13.96 | |
| GRA-GRF2026.01 | 0.1082 | 71.37 | 0.4891 | 0.1255 | 49.74 | |
| Random2026.01 | 0.3366 | 13.03 | 0.4933 | 0.1301 | 49.45 | |
| TabLeak2026.01 | 0.3914 | 21.16 | 0.5323 | 0.1436 | 75.4 | |
| InverGrad2026.01 | 0.9164 | 28.04 | 0.5183 | 0.1417 | 51.76 | |
| Graph Attacker2026.01 | 1.0366 | 27.74 | 0.5223 | 0.1287 | 35.32 | |
| iDLG2026.01 | 1.1063 | 19.66 | 0.5243 | 0.1409 | 65.88 | |
| DLG2026.01 | 1.2265 | 18.47 | 0.5226 | 0.1415 | 66.1 |