Human Image Animation on RealisDance (val)
94.65Subject ConsistencyMoore-AnimateAnyone
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Moore-AnimateAnyone2025.11 | 94.65 | 94 | 94.69 | 94.9 | 97.16 | 98.07 | 51.56 | 66.34 | 748.38 | — | — | — | |
| Moore-AnimateAnyone2025.11 | 94.65 | 94 | 94.69 | 94.9 | 97.16 | 98.07 | 51.56 | 66.34 | 748.38 | — | — | — | |
| RealisMotionAction Control=true, Motion Trajectory=true, Camera Trajectory=false2026.06 | 94.58 | — | — | 95.87 | 96.12 | 97.61 | 56.92 | — | 519.66 | — | 64.17 | 24.1 | |
| UniAnimate-DiT2025.11 | 94.56 | 93.15 | 93.95 | 95.44 | 98.78 | 99.24 | 52.18 | 65.52 | 599.03 | — | — | — | |
| UniAnimate-DiT2025.11 | 94.56 | 93.15 | 93.95 | 95.44 | 98.78 | 99.24 | 52.18 | 65.52 | 599.03 | — | — | — | |
| RealisDanceAction Control=true, Motion Trajectory=false, Camera Trajectory=false2026.06 | 94.26 | — | — | 95.97 | 97.68 | 98.59 | 57.35 | — | 305.84 | — | 65.28 | 25.13 | |
| 3STC-HIAAction Control=true, Motion Trajectory=true, Camera Trajectory=true2026.06 | 94.13 | — | — | 96.08 | 97.51 | 98.83 | 59.47 | — | 573.41 | — | 72.36 | 27.92 | |
| HumanVid2025.11 | 93.69 | 94.72 | 95.27 | 94.94 | 97.87 | 98.52 | 55.58 | 67.45 | 624.33 | — | — | — | |
| HumanVid2025.11 | 93.69 | 94.72 | 95.27 | 94.94 | 97.87 | 98.52 | 55.58 | 67.45 | 624.33 | — | — | — | |
| Hyper-Motion2025.11 | 93.58 | 94.76 | 95.71 | 94.97 | 98.19 | 99.01 | 52.97 | 65.52 | 568.14 | — | — | — | |
| Hyper-Motion2025.11 | 93.58 | 94.76 | 95.71 | 94.97 | 98.19 | 99.01 | 52.97 | 65.52 | 568.14 | — | — | — | |
| VACE2025.11 | 93.56 | 87.39 | 88.58 | 95.03 | 96.74 | 98.25 | 57.81 | 70.61 | 911.72 | — | — | — | |
| VACE2025.11 | 93.56 | 87.39 | 88.58 | 95.03 | 96.74 | 98.25 | 57.81 | 70.61 | 911.72 | — | — | — | |
| SteadyDancer2025.11 | 93.48 | 94.68 | 95.38 | 95.18 | 97.99 | 99.02 | 56.8 | 68.45 | 326.49 | — | — | — | |
| SteadyDancer2025.11 | 93.48 | 94.68 | 95.38 | 95.18 | 97.99 | 99.02 | 56.8 | 68.45 | 326.49 | — | — | — | |
| MusePoseAction Control=true, Motion Trajectory=false, Camera Trajectory=false2026.06 | 93.42 | — | — | 95.16 | 97.23 | 98.31 | 55.76 | — | 1,035.71 | — | 58.94 | 41.28 | |
| Animate-X2025.11 | 93.39 | 95.68 | 96.22 | 95.11 | 97.79 | 98.68 | 51.72 | 60.91 | 679.66 | — | — | — | |
| Animate-X2025.11 | 93.39 | 95.68 | 96.22 | 95.11 | 97.79 | 98.68 | 51.72 | 60.91 | 679.66 | — | — | — | |
| Wan-Animate2025.11 | 93.06 | 93.81 | 94.61 | 94.52 | 98.42 | 98.96 | 54.47 | 66.87 | 386.87 | — | — | — | |
| Wan-Animate2025.11 | 93.06 | 93.81 | 94.61 | 94.52 | 98.42 | 98.96 | 54.47 | 66.87 | 386.87 | — | — | — | |
| ChampAction Control=true, Motion Trajectory=false, Camera Trajectory=false2026.06 | 92.87 | — | — | 94.05 | 95.64 | 97.12 | 55.43 | — | 856.92 | — | 67.15 | 39.84 | |
| Uni3CAction Control=true, Motion Trajectory=false, Camera Trajectory=true2026.06 | 92.68 | — | — | 93.47 | 97.82 | 97.95 | 57.61 | — | 516.36 | — | 73.24 | 23.86 | |
| HumanVidAction Control=true, Motion Trajectory=false, Camera Trajectory=true2026.06 | 92.33 | — | — | 93.66 | 95.37 | 98.64 | 53.78 | — | 877.52 | — | 61.16 | 36.84 | |
| MimicMotion2025.11 | 92.21 | 90.78 | 92.52 | 93.6 | 97.46 | 98.61 | 52.09 | 59.67 | 785.73 | — | — | — | |
| MimicMotion2025.11 | 92.21 | 90.78 | 92.52 | 93.6 | 97.46 | 98.61 | 52.09 | 59.67 | 785.73 | — | — | — | |
| ControlNeXtAction Control=true, Motion Trajectory=false, Camera Trajectory=false2026.06 | 92.15 | — | — | 94.21 | 96.45 | 97.83 | 54.89 | — | 798.15 | — | 61.37 | 36.47 | |
| MimicMotionAction Control=true, Motion Trajectory=false, Camera Trajectory=false2026.06 | 91.75 | — | — | 93.84 | 96.52 | 98.07 | 53.86 | — | 775.68 | — | 60.42 | 34.79 |