Unknown Generator Discovery on WILD
0.9Novel NMIFace-trace
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Face-traceUnk. Train=No, Tot. Classes=No2026.07 | 0.9 | 0.81 | 87.74 | 10 | |
| SimGCDUnk. Train=Yes, Tot. Classes=Yes2026.07 | 0.82 | 0.75 | 81.17 | 14 | |
| ProtoGCDUnk. Train=Yes, Tot. Classes=Yes2026.07 | 0.77 | 0.68 | 76.18 | 10 | |
| OWDFA-CAL (w/o KU)Unk. Train=Yes, Tot. Classes=No2026.07 | 0.61 | 0.44 | 49.11 | 14 | |
| OCDUnk. Train=No, Tot. Classes=No2026.07 | 0.32 | 0.14 | 41.88 | 214 |