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Urban Perception Prediction on Urban Perception Boring (test)
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45.5
Macro-F1
Gaze + Patch Transformer
43.212
43.806
44.4
44.994
May 1, 2026
Macro-F1
ACC
Updated 1mo ago
Evaluation Results
Method
Method
Links
Macro-F1
ACC
Gaze + Patch Transformer
Representation=Pretrai...
2026.05
45.5
46.6
Gaze + Patch Transformer (Shuffled Patch Alignment)
Ablation=Random alignm...
2026.05
44.9
46.4
Image-Only ViT
Representation=Pretrai...
2026.05
44.8
46.2
Gaze + Patch Transformer (w/o Gaze)
Ablation=No gaze input
2026.05
44.5
46.3
Gaze-weighted Patch Pooling
Representation=Pretrai...
2026.05
44
45
Patch Sequence Transformer
Representation=Pretrai...
2026.05
43.3
44.9
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