User Study
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
User Study (Relaxed)
5Mean Rating
2
User study 30 prompt pairs spanning five scene categories (test)
3.98Thermal Plausibility (D1)
2
User Study against ObjectClear
22.5Win Rate
2
User Study Chicken (test)
2.3Mean Burden Score
2
User Study Basketball (test)
1.7Burden Score
2
User Study Excited mood 1.0 (test)
2.67Mean Participant Rating
2
User Study Stimulated mood 1.0 (test)
4.67Mean Participant Rating
2
User Study Angry mood 1.0 (test)
2Mean Participant Rating
2
User Study Happy mood 1.0 (test)
4Mean Participant Rating
2
User Study Neutral mood 1.0 (test)
3.67Mean Participant Rating
2
User Study Tired mood 1.0 (test)
3.67Mean Participant Rating
2
User Study Relaxed mood 1.0 (test)
5Mean Rating
2
User Study Visually Challenged Users Without Glasses 1.0
95.23CAR
2
User Study Visually Challenged Users With Glasses 1.0
96.77CAR (%)
2
User Study 1.0 (Normal Users)
94.7CAR
2
User Study Text to 3D
58.6Detailed Objects Score
2
User Study T2V
0.664Dynamic Scenes Score
2
User Study T2I
92.5Basic Objects & Colors
2
User Study N=24 (within-subject)
5.58Engagement (Mean)
2
User Study N=24 (within-subject)
6.17Satisfaction
2
User Study Idea Generation (Evaluation)
0.09P-Value
2
User Study
0.051P-Value
2
User Study RQ4: Learning & Knowledge assessment (test)
5.25Mean Learning Score
2
User study 43 pairs
0.283Effect Size (Partial Eta Squared)
2
User Study Geometry 4 examples 1.0
96.55Geometry Preservation Score
2