User Study
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
User Study Stylization 1.0 (35 examples)
77.9Abstractness
2
User Study
52.4Win Rate
2
User Study
51.2Win Rate
2
User Study
74.6Content Predictability
2
User Study Style Image Condition (test)
4.36Style Consistency
2
User Study 100 pairs (test)
0.65Makeup Preference
2
User study (n=52 participants) (test)
79.4Action Execution Rate (AER)
2
User Study (Indoor Scene Generation)
82.96Style Score
2
User study (test)
89.5CA
2
User Study Real20 Objects Postcard and Wild
77.2Win Rate
2
User Study Tongue-2 User 2
8.7TRE (mm)
2
User Study Tongue-2 User 1
1TRE (mm)
2
User Study Skin-1 User 2
3.4TRE (mm)
2
User Study Skin-1 User 1
6.1TRE (mm)
2
User Study
81.5Melody Score
2
User Study Mesh Quality 30 users ranking
64User Preference Score
2
User Study 20 source meshes (test)
59.17Preference
2
User Study
87.9Preference Score
2
User Study A/B B-LoRA 1.0 (test)
195Observed Votes
2
User Study Multi-choice 1.0 (test)
386Observed Votes
2
User Study Implicit prompts
46Preference Rate (EmoteGPT ++)
1
User Study Style/Color Ref + Content Ref
78Style Similarity
1
User Study
63.2Style Similarity
1
User Study (test)
67.3Image Quality Preference
1
User Study 8 action instructions (test)
75Choreographic Coherence
1