Avatar Fingerprinting on RAVDESS (Evaluation)
83AUC (%)Fusion approach
Evaluation Results
| Method | Links | |
|---|---|---|
| Fusion approachGenerator=GAGAvatar, Scenario=Intra-dataset and intra-generator2026.03 | 83 | |
| Fusion approachGenerator=LivePortrait, Scenario=Intra-dataset and intra-generator2026.03 | 79.4 | |
| Fusion approachGenerator=HunyuanPortrait, Scenario=Intra-dataset and intra-generator2026.03 | 78.8 | |
| GraphGenerator=GAGAvatar, Scenario=Intra-dataset and intra-generator2026.03 | 77.1 | |
| CLIP systemGenerator=HunyuanPortrait, Scenario=Intra-dataset and intra-generator2026.03 | 77 | |
| CLIP systemGenerator=GAGAvatar, Scenario=Intra-dataset and intra-generator2026.03 | 76 | |
| DINOv2 systemGenerator=GAGAvatar, Scenario=Intra-dataset and intra-generator2026.03 | 75.9 | |
| GraphGenerator=LivePortrait, Scenario=Intra-dataset and intra-generator2026.03 | 75.8 | |
| GraphGenerator=HunyuanPortrait, Scenario=Intra-dataset and intra-generator2026.03 | 75.4 | |
| DINOv2 systemGenerator=HunyuanPortrait, Scenario=Intra-dataset and intra-generator2026.03 | 74 | |
| CLIP systemGenerator=LivePortrait, Scenario=Intra-dataset and intra-generator2026.03 | 70.2 | |
| DINOv2 systemGenerator=LivePortrait, Scenario=Intra-dataset and intra-generator2026.03 | 68.2 |