User Study
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
User Study Cross-driven setting
40Emotional Accuracy
6
User Study Cross-driven setting
3.96Agreement Rate (Same)
6
User Study
67.4SA Score
6
User Study v2.1 and v3.5 (test)
53.5Image Realism
6
User Study I2V
12.5Artifact Score
6
User Study (test)
62.64Text-Animation Alignment
6
User Study
82.57Win Rate (H2S)
6
User Study 60 generated videos 1.0 (test)
4.4Sharpness Score
6
User Study
83.7Overall Quality
6
User Study 120–180° angular range
11Fraction of Accepted Trades Decreasing User Benefit
6
User Study 0–60° angular range
66.8Fraction of Accepted Trades Decreasing Benefit
6
User Study 30 randomly selected videos (test)
3.83Visual Score
6
User Study
92.38Preference Rate
6
User Study
1.8Overall Score
6
User Study 50 text prompts (test)
4.56Semantic Alignment
6
User Study
4.32Structure Score
6
User Study 2AFC
90.8Liveness
6
User Study
3.81MA
6
User Study long videos Wan2.1-T2V-1.3B base model
4.11Content Consistency
6
User Study 1.0 (test)
24.64Rank 1 Accuracy (%)
6
User Study
4.1Face Similarity Score
6
User Study 60-second video generation
3.911Overall Quality
6
User Study
4.427Style Fidelity
6
User Study 50 samples 1.0 (test)
82.5Content Fidelity
6
User Study
95Identity Consistency
6