UI Critique Quality on UICrit
0.75Comment QualityHuman designer critiques
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Human designer critiques2026.06 | 0.75 | 17 | 1.5 | |
| PERCEPTUI2026.06 | 0.54 | 16 | 2.7 | |
| PERCEPTUIModel Variant=w/o RPE2026.06 | 0.52 | 15 | 3.8 | |
| UICritEvaluation Protocol=few-shot + visual prompting2026.06 | 0.48 | 14 | 4.2 | |
| GPT-4oEvaluation Protocol=Zero-shot2026.06 | 0.37 | 22 | 5.1 | |
| Claude 3 OpusEvaluation Protocol=Zero-shot2026.06 | 0.35 | 24 | 4.8 | |
| GeminiEvaluation Protocol=Zero-shot2026.06 | 0.31 | 29 | 6.2 | |
| PERCEPTUIModel Variant=w/o CR2026.06 | 0.27 | 20 | 7.7 |