User Study
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
User Study 10 prompts (test)
92.6User Preference Frequency
8
User study (test)
49.23Video Quality Score
8
User Study (test)
94.52User Preference Score
8
User Study (test)
9.26Multi-view Consistency
8
User Study 30 prompts
78Q1 Best Preference Rate
8
User Study (Four Subjects)
77.35Text Alignment
8
User Study (Two Subjects)
77.87Text Alignment
8
User Study (Single Subject)
0.769Text Alignment
8
User Study
1.9Geometry Error
7
User Study 20 image groups
876Erasure Effectiveness
7
User Study V2V
44.5Artifact Score
7
User Study
4.6Lip-sync Accuracy
7
User Study
47.5UPR Score
7
User Study Appearance and Motion Sliders
3.91Editing Quality Score
7
User Study
74.5Top-1 Preference Rate
7
User Study COCO-style benchmarks
8.075Aesthetic Quality (Aes)
7
User Study
3.94Subject Consistency
7
User Study 60 questions derived from 20 diverse pairs 1.0
0.572Text Align
7
User study
37.32Motion Plausibility
7
User Study 67 image-to-3D cases (Human Evaluation)
1,277Selection Count
7
User Study 30 selected videos
95.6M-A
7
User study 20 questions (test)
63.33User Preference Rate
7
User Study 20 video cases
96.3M-A Score
7
User Study Image
1.393B-T Score
7
User Study Style/Color Ref + Prompt
91Prompt Alignment
6