notesum.ai
Published at November 27MotionCharacter: Identity-Preserving and Motion Controllable Human Video Generation
cs.CV
Released Date: November 27, 2024
Authors: Haopeng Fang1, Di Qiu2, Binjie Mao2, Pengfei Yan2, He Tang1
Aff.: 1Huazhong University of Science and Technology; 2Meituan

| Method | Dover Score | Motion Smoothness | Dynamic Degree | CLIP-I | CLIP-T | Face Similarity |
|---|---|---|---|---|---|---|
| IPA-PlusFace[42] | 0.797 | 0.985 | 0.325 | 0.587 | 0.218 | 0.480 |
| IPA-FaceID-Portrait[42] | 0.849 | 0.984 | 0.191 | 0.545 | 0.223 | 0.531 |
| IPA-FaceID-PlusV2[42] | 0.813 | 0.987 | 0.085 | 0.575 | 0.217 | 0.617 |
| ID-Animator[11] | 0.857 | 0.979 | 0.433 | 0.607 | 0.204 | 0.546 |
| Ours | 0.869 | 0.998 | 0.449 | 0.633 | 0.227 | 0.609 |