Facial Expression Editing on MetaHuman-based Enhancement Mode (test)
30.2665PSNROurs
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| OursMode=Enhancement Mode2026.03 | 30.2665 | 0.9216 | 0.0394 | 0.0128 | 0.8191 | 6.8211 | 0.4472 | 0.0102 | 10.7694 | 90.2483 | |
| Ours (w/o T-S)Mode=Enhancement Mode, Ablation=Without Boundary Alignment Module2026.03 | 29.6156 | 0.9148 | 0.0421 | 0.0135 | 0.821 | 7.025 | 0.4453 | 0.0106 | 10.7291 | 100.7387 | |
| Ours (w/o FLAME loss)Mode=Enhancement Mode, Ablation=Without FLAME loss2026.03 | 28.4225 | 0.8977 | 0.0838 | 0.0159 | 0.8063 | 9.728 | 0.5384 | 0.0132 | 19.5149 | 132.4458 | |
| Ours (KT of LP)Mode=Enhancement Mode, Ablation=Keypoints Transformation of LivePortrait2026.03 | 28.3379 | 0.903 | 0.0548 | 0.0151 | 0.785 | 7.2571 | 0.473 | 0.013 | 13.8178 | 139.0848 | |
| LivePortraitMode=Enhancement Mode2026.03 | 28.0103 | 0.9024 | 0.0479 | 0.0172 | 0.796 | 7.6325 | 0.4915 | 0.0112 | 12.2974 | 114.2545 | |
| SkyReels-A1Mode=Enhancement Mode2026.03 | 24.9206 | 0.8584 | 0.1612 | 0.0417 | 0.7176 | 11.3797 | 0.676 | 0.016 | 51.47 | 1,196.1767 | |
| FantasyPortraitMode=Enhancement Mode2026.03 | 24.2032 | 0.8239 | 0.1848 | 0.0339 | 0.7387 | 12.2154 | 0.6614 | 0.0155 | 62.0027 | 551.448 | |
| Hunyuan-PortraitMode=Enhancement Mode2026.03 | 22.7968 | 0.7984 | 0.1649 | 0.0406 | 0.736 | 9.6267 | 0.6073 | 0.0332 | 39.3112 | 1,861.9558 | |
| Wan-AnimateMode=Enhancement Mode2026.03 | 22.6417 | 0.8006 | 0.1402 | 0.0491 | 0.6062 | 11.2752 | 0.6847 | 0.0225 | 31.2186 | 885.4313 | |
| Act-TwoMode=Enhancement Mode2026.03 | 20.8066 | 0.7916 | 0.165 | 0.0458 | 0.685 | 15.4109 | 0.8019 | 0.0727 | 38.0579 | 330.5131 |