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Benchmarks
Street-view Image Attribute Classification on GSS View Direction
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95.28
Accuracy
CLIP-MHAdapter
35.4696
50.9973
66.525
82.0527
Feb 18, 2026
Accuracy
Macro F1 Score
Weighted F1 Score
Balanced Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Macro F1 Score
Weighted F1 Score
Balanced Accuracy
CLIP-MHAdapter
Paradigm=Parameter-Eff...
2026.02
95.28
87.95
95.19
73.19
CoOp
Paradigm=Parameter-Eff...
2026.02
92.89
80.87
92.55
56.56
CLIP-Linear Probe
Paradigm=Parameter-Eff...
2026.02
89.51
76.96
90.06
60.65
ZeroR-Trainer
Paradigm=Zero-shot Tra...
2026.02
88.52
46.95
83.13
0
CLIP-Adapter
Paradigm=Parameter-Eff...
2026.02
87.57
76.29
88.89
69.39
MaxViT
Paradigm=Vision Transf...
2026.02
87.38
77.99
89.06
82.35
Zero-shot CLIP
Paradigm=Zero-shot Tra...
2026.02
37.77
35.62
44.69
16.52
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