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Urban Perception Prediction (Boring) on Subjective Urban Perception dataset
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41.1
Macro F1
Gaze + AOI Transformer
37.46
38.405
39.35
40.295
May 1, 2026
Macro F1
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Macro F1
Accuracy
Gaze + AOI Transformer
Input=Gaze + Semantic AOI
2026.05
41.1
42.6
AOI Sequence Transformer
Input=Semantic AOI seq...
2026.05
40.3
41.9
AOI-Only Model
Input=Semantic AOI only
2026.05
39.9
43.8
w/o Gaze
Ablation=Removal of ga...
2026.05
39.6
41.2
Shuffled AOI Alignment
Ablation=Randomized al...
2026.05
37.6
38.9
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