Scenicness Estimation on Scenicness Dataset
0.66Pearson's RCLIP (Ground Images)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CLIP (Ground Images)Temporal steps (T)=1, Patch size (Pix)=–, Ensembling strategy=Late2025.08 | 0.66 | 0.465 | |
| TimeSenCLIP-RGBTemporal steps (T)=1, Patch size (Pix)=64, Ensembling strategy=Late2025.08 | 0.66 | 0.45 | |
| CLIP (Ground Images)Temporal steps (T)=1, Patch size (Pix)=–, Ensembling strategy=Early2025.08 | 0.544 | 0.39 | |
| TimeSenCLIP-RGBTemporal steps (T)=1, Patch size (Pix)=64, Ensembling strategy=Early2025.08 | 0.532 | 0.385 | |
| TimeSenCLIP-MSTemporal steps (T)=12, Patch size (Pix)=1, Ensembling strategy=Late2025.08 | 0.527 | 0.363 | |
| CLIP (Satellite)Temporal steps (T)=1, Patch size (Pix)=64, Ensembling strategy=Late2025.08 | 0.519 | 0.363 | |
| TimeSenCLIP-MSTemporal steps (T)=12, Patch size (Pix)=1, Ensembling strategy=Early2025.08 | 0.518 | 0.361 | |
| CLIP (Satellite)Temporal steps (T)=1, Patch size (Pix)=64, Ensembling strategy=Early2025.08 | 0.51 | 0.358 | |
| TimeSenCLIP-MSTemporal steps (T)=4, Patch size (Pix)=1, Ensembling strategy=Late2025.08 | 0.451 | 0.312 | |
| TimeSenCLIP-MSTemporal steps (T)=4, Patch size (Pix)=1, Ensembling strategy=Early2025.08 | 0.438 | 0.309 | |
| SenCLIPTemporal steps (T)=1, Patch size (Pix)=64, Ensembling strategy=Late2025.08 | 0.421 | 0.283 | |
| SenCLIPTemporal steps (T)=1, Patch size (Pix)=64, Ensembling strategy=Early2025.08 | 0.396 | 0.272 | |
| TimeSenCLIP-MSTemporal steps (T)=1, Patch size (Pix)=1, Ensembling strategy=Early2025.08 | 0.336 | 0.223 | |
| TimeSenCLIP-MSTemporal steps (T)=1, Patch size (Pix)=1, Ensembling strategy=Late2025.08 | 0.318 | 0.205 |