User Study
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
User Study (test)
3.858Generative Quality
5
User Study
3.76Physical Plausibility
5
User Study 15 image sets
4.215Text Alignment
5
User Study 16 videos 1.0 (test)
4.11Overall Preference Score
5
User Study
64Subject Alignment
5
User Study Structure-Based
91.6Elo Score
5
User Study Conversational Gestures (test)
4.29Naturalness
5
User Study Real Image
0.795Voting Percentage
5
User Study Irregular Mask
94Voting Percentage
5
User Study Regular Mask
80.52Voting Percentage
5
User study 3D Gaussian editing
36.73Alignment
4
User Study
36.5User Study Score
4
User Study
0.372User Study Score
4
User Study 3D-OVS and LERF (test)
36.73Alignment
4
User Study 25 participants
3.592Lip Sync Score
4
User Study Multi-concept Video Customization
4.31Prompt Alignment
4
User Study Blender-synthetic and real-world iPhone captures
3.731Physical Realism
4
User Study
3.283Quality
4
User Study
56.25Preference Rate
4
User Study (MOS)
4.42Visual Quality
4
User Study
3Total Time
4
User study interactive videos
3.8Text Alignment
4
User Study
4.215Style Expression Score
4
User Study
72.7Motion Fidelity
4
User Study 15 domain experts (blind evaluation)
4.3Completeness
4