| description | Guidelines for evaluating artistic style transfers. |
| name | evaluating-style-transfers |
| type | skill |
Evaluating Style Transfers
When evaluating prompts that ask for a style change (e.g., "mosaic-tile", "Michael Angelo", "Gustav Klimt"):
- Style Accuracy: Does the image genuinely reflect the requested style? Look for characteristic brushstrokes, textures, or color palettes.
- Content Preservation: Are the original subjects and composition still recognizable? A good style transfer applies the style without completely destroying the underlying content.
- Over-editing: Did the model replace the subject with something entirely different (e.g., replacing a bear with a generic Klimt painting)? This is a failure.
- Consistency: Is the style applied consistently across the entire image, or are there jarring patches of the original photo?