Urban Perception (Beautiful) on Place Pulse disjoint pool subset 2.0
69.8Accuracy (Excl. Equal)UrbanAlign
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| UrbanAlignmode=Mode 4 + LWRR2026.02 | 69.8 | 66.7 | 0.38 | 0.35 | |
| GPT-4o zero-shotmode=zero-shot2026.02 | 62.9 | 58.7 | 0.25 | 0.21 | |
| CLIP SiameseBackbone=CLIP ViT-L/142026.02 | 61.4 | 57.3 | 0.23 | 0.2 | |
| ResNet50 SiameseBackbone=ResNet-502026.02 | 58.6 | 56 | 0.18 | 0.19 | |
| Seg. RegressionBackbone=SegFormer + CLIP2026.02 | 57.1 | 53.3 | 0.15 | 0.13 |