Urban Perception (Lively) on Place Pulse disjoint pool 2.0
69.4Accuracy (%) (Excl. Equal)UrbanAlign
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| UrbanAlignmode=Mode 4 + LWRR2026.02 | 69.4 | 65.4 | 0.4 | 0.36 | |
| Seg. RegressionBackbone=SegFormer + CLIP2026.02 | 51.9 | 48.3 | 0.04 | 0.04 | |
| GPT-4o zero-shotmode=zero-shot2026.02 | 49.4 | 46 | 0.01 | 0.01 | |
| CLIP SiameseBackbone=CLIP ViT-L/142026.02 | 48.2 | 44.8 | -0.01 | -0.01 | |
| ResNet50 SiameseBackbone=ResNet-502026.02 | 45.7 | 42.5 | -0.07 | -0.06 |