GPS-to-image generation on Street View GPS-text 1,292 random pairs (test)
13.71GPS ScoreGPS-to-image diffusion (w/o text)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GPS-to-image diffusion (w/o text)Conditioning=Raw GPS tag only2025.01 | 13.71 | — | — | |
| GPS NNDescription=Nearest neighbor in the training set based on GPS tags2025.01 | 13.66 | 18.77 | 16.22 | |
| GPS-to-image diffusionConditioning=Text prompt and raw GPS tag2025.01 | 8.15 | 27.88 | 18.02 | |
| SD (Text&address)Model=Stable Diffusion v1.4, Conditioning=Concatenation of text prompt and address name2025.01 | 4.25 | 26.65 | 15.45 | |
| SD (Text)Model=Stable Diffusion v1.4, Conditioning=Text prompt only2025.01 | 1.21 | 29.13 | 15.17 |