Image-to-Video Generation on VBench I2V Sora subset
98.4Subject Consistency (I2V)MotionStream Teacher
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| MotionStream TeacherNumber of Parameters=1.3B2025.11 | 98.4 | 98.8 | 94.8 | 94.3 | 98.7 | 62.5 | 69.8 | |
| MotionStream DistilledNumber of Parameters=5B2025.11 | 98.4 | 99 | 94.5 | 95.9 | 98.7 | 63 | 70.3 | |
| MotionStream TeacherNumber of Parameters=5B2025.11 | 98.3 | 98.8 | 94.7 | 95.9 | 98.2 | 63.7 | 70.7 | |
| MotionStream DistilledNumber of Parameters=1.3B2025.11 | 98.2 | 98.7 | 94 | 94.1 | 98.5 | 61.8 | 68.4 | |
| ATI2025.11 | 98.1 | 98.8 | 94.8 | 94.7 | 98 | 62.9 | 70.7 | |
| DAS2025.11 | 97.2 | 98.7 | 95.3 | 95.8 | 98.8 | 63.4 | 69.5 | |
| GWTF2025.11 | 95.7 | 97.4 | 93.3 | 94.4 | 98.1 | 62 | 67.5 | |
| Image Conductor2025.11 | 84.7 | 86.8 | 79.1 | 88.9 | 90.6 | 50.5 | 68.9 |