Portrait Animation on EMH benchmark
32.73BRISQUECogPortrait
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CogPortraitInput Source=AU inversion from GT2026.05 | 32.73 | 52.66 | 92.17 | 1.33 | 91.92 | 77.91 | |
| CogPortraitInput Source=GT keypoints2026.05 | 32.84 | 51.92 | 93.62 | 1.12 | 93.03 | 78.3 | |
| CogPortraitInput Source=Stage 1 keypoint generation2026.05 | 34.2 | 51.84 | 91.29 | 1.45 | 90.17 | 73.97 | |
| FLOAT2026.05 | 46.33 | 47.1 | 85.8 | 7.46 | 52.97 | 32.51 | |
| Follow-Your-Emoji2026.05 | 47.52 | 41.44 | 88.43 | 2.37 | 88.16 | 69.36 | |
| EDTalk2026.05 | 49.74 | 38.38 | 86.01 | 3.13 | 54.49 | 52.55 | |
| HunyuanPortrait2026.05 | 49.8 | 48.59 | 90.19 | 1.92 | 91.45 | 74.75 | |
| Hallo32026.05 | 50.15 | 46.25 | 89.64 | 3.93 | 54.87 | 45.66 | |
| Sonic2026.05 | 52.59 | 47.61 | 90.44 | 3.95 | 57.07 | 52.49 | |
| FantasyTalking2026.05 | 53.21 | 45.98 | 90.67 | 3.05 | 55.54 | 47.58 | |
| ACTalker2026.05 | 61.17 | 46.86 | 73.08 | 5.34 | 52.12 | 31.88 |