User Study
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
User Study Narrative
45.2Visual Quality
4
User Study n=10 participants (15 video comparisons)
88Visual Appeal Score
4
User Study
81Structural Fidelity Score
4
User Study DeRain samples
35Perceptual Score
4
User Study 100 diverse prompts
92Structural Coherence
4
User Study
2.72ID Score
4
User Study (test)
4.28Overall Quality
4
User Study 25 video groups (test)
4.58Quality
4
User Study 1-5 scale (test)
4.008Visual Quality Score
4
User Study 20 image groups
4.24Texture Alignment Score
4
User Study 1 to 4 scale (Human Evaluation)
3.236Motion Physics Quality
4
User Study Distressed mood 1.0 (test)
2.67Mean Participant Rating
4
User Study Sad mood 1.0 (test)
4Mean Participant Rating
4
User Study 24 story sets (test)
74.23Emotion Evoking Score
4
User Study 24 transition pairs
91.02Temporal Consistency
4
User Study 10 full-body and 3 localized human avatar edits
57.82Visual Quality
4
User Study
96.08Realism
4
User Study 11 groups of generated images
36.4Text Alignment
4
User Study
42Percentage of Votes
4
User Study
70Photorealism (Ours)
4
User Study 30 participants
0.88PLCC
4
User study (test)
3.02Realism Score
4
User study 43 pairs
0.003p-value
4
User Study
3.603Temporal Consistency
4
User Study 30-second videos (test)
98.9Color Consistency
4